From e2401c807edd4339b9b025cbc4abf9ff78570a73 Mon Sep 17 00:00:00 2001 From: David Elner Date: Thu, 8 Oct 2026 16:54:50 -0400 Subject: [PATCH 1/3] Added: Audio recording integration --- .changeset/shared-audio-recording.md | 7 + integrations/audio/README.md | 108 ++++++ integrations/audio/package.json | 51 +++ integrations/audio/smoke/recording.mjs | 51 +++ integrations/audio/src/audio-worker.ts | 46 +++ integrations/audio/src/buffers.ts | 60 +++ integrations/audio/src/codec.ts | 16 + integrations/audio/src/encoder.test.ts | 150 ++++++++ integrations/audio/src/encoder.ts | 121 ++++++ integrations/audio/src/exporter.test.ts | 277 ++++++++++++++ integrations/audio/src/exporter.ts | 61 +++ .../audio/src/fixtures/counting-codec.mjs | 8 + integrations/audio/src/index.ts | 5 + integrations/audio/src/pcm.test.ts | 107 ++++++ integrations/audio/src/pcm.ts | 141 +++++++ integrations/audio/src/publisher.ts | 171 +++++++++ integrations/audio/src/recorder.test.ts | 309 +++++++++++++++ integrations/audio/src/recorder.ts | 288 ++++++++++++++ integrations/audio/src/recording.test.ts | 354 ++++++++++++++++++ integrations/audio/src/recording.ts | 112 ++++++ integrations/audio/src/segment.test.ts | 55 +++ integrations/audio/src/segment.ts | 118 ++++++ integrations/audio/src/selections.test.ts | 68 ++++ integrations/audio/src/selections.ts | 64 ++++ integrations/audio/src/timeline.ts | 23 ++ integrations/audio/src/worker.test.ts | 53 +++ integrations/audio/src/worker.ts | 125 +++++++ integrations/audio/tsconfig.json | 15 + integrations/audio/tsup.config.ts | 13 + pnpm-lock.yaml | 75 ++++ 30 files changed, 3052 insertions(+) create mode 100644 .changeset/shared-audio-recording.md create mode 100644 integrations/audio/README.md create mode 100644 integrations/audio/package.json create mode 100644 integrations/audio/smoke/recording.mjs create mode 100644 integrations/audio/src/audio-worker.ts create mode 100644 integrations/audio/src/buffers.ts create mode 100644 integrations/audio/src/codec.ts create mode 100644 integrations/audio/src/encoder.test.ts create mode 100644 integrations/audio/src/encoder.ts create mode 100644 integrations/audio/src/exporter.test.ts create mode 100644 integrations/audio/src/exporter.ts create mode 100644 integrations/audio/src/fixtures/counting-codec.mjs create mode 100644 integrations/audio/src/index.ts create mode 100644 integrations/audio/src/pcm.test.ts create mode 100644 integrations/audio/src/pcm.ts create mode 100644 integrations/audio/src/publisher.ts create mode 100644 integrations/audio/src/recorder.test.ts create mode 100644 integrations/audio/src/recorder.ts create mode 100644 integrations/audio/src/recording.test.ts create mode 100644 integrations/audio/src/recording.ts create mode 100644 integrations/audio/src/segment.test.ts create mode 100644 integrations/audio/src/segment.ts create mode 100644 integrations/audio/src/selections.test.ts create mode 100644 integrations/audio/src/selections.ts create mode 100644 integrations/audio/src/timeline.ts create mode 100644 integrations/audio/src/worker.test.ts create mode 100644 integrations/audio/src/worker.ts create mode 100644 integrations/audio/tsconfig.json create mode 100644 integrations/audio/tsup.config.ts diff --git a/.changeset/shared-audio-recording.md b/.changeset/shared-audio-recording.md new file mode 100644 index 000000000..bafa618b1 --- /dev/null +++ b/.changeset/shared-audio-recording.md @@ -0,0 +1,7 @@ +--- +"@braintrust/audio": minor +--- + +feat(audio): add shared progressive audio recordings + +Add an optional, framework-independent audio recorder with progressive segmentation, WAV and Ogg/Opus encoding in a worker, and ordinary attachment uploads. Bound source memory and worker admission; publish ready recordings and playback selections only after upload succeeds. Preserve uploaded audio when later capture or trace publication fails. diff --git a/integrations/audio/README.md b/integrations/audio/README.md new file mode 100644 index 000000000..af1a4a263 --- /dev/null +++ b/integrations/audio/README.md @@ -0,0 +1,108 @@ +# Braintrust audio recordings + +Record timestamped audio as progressive attachments, with Ogg/Opus compression by default or optional WAV output. Integrations supply audio frames, timing, and spans. + +## Installation + +```sh +npm install @braintrust/audio +``` + +Requires Node 20+. Installed separately from `braintrust`; enable recording through your integration. + +## Recording API + +Create a recording, supply audio frames, and finish when the session ends: + +```ts +import { Attachment } from "braintrust"; +import { createRecording } from "@braintrust/audio"; + +const recording = createRecording({ + span: sessionSpan, + flush: () => logger.flush(), + createAttachment: (options) => new Attachment(options), + audioFormat: "ogg", // Default; use "wav" for uncompressed audio. + options: { segmentDurationSeconds: 60 }, + snapshot: () => ({ + origin: sessionStartUnixMs, + basis: "local_capture", + source: (channel_index) => ({ channel_index }), + }), + turnSelections: () => [], // Add turn playback selections as shown below. +}); + +recording.record({ + pcm, // Int16Array; the recorder copies it. + rate: 24000, + channels: 1, + channel: 0, // Caller; channel 1 is the agent. + at: frameOffsetMs, // Milliseconds since sessionStartUnixMs. +}); +// No more audio will arrive before this offset, on either channel. +recording.advance(confirmedThroughMs); + +// Finish uploads and publish final recording states and selections. +await recording.finish(); +``` + +## Configuration + +Required inputs: + +| Option | Purpose | +| ------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `span` | Session span that receives recording metadata and audio attachments. | +| `createAttachment` | Creates an uploadable attachment; typically `(options) => new Attachment(options)`. | +| `flush` | Flushes trace updates; typically `() => logger.flush()`. | +| `snapshot` | Returns the current timing and source information: `{ origin, basis, source, metadata? }`. `origin` is the session start in Unix milliseconds; `source(channel)` describes each channel. | +| `turnSelections` | Returns `{ span, intervals }` entries linking turns to their audio. Use `() => []` when no turn playback links are needed. | + +Optional settings: + +| Option | Default | Meaning | +| -------------------------------- | ----------- | -------------------------------------------------------------------------- | +| `audioFormat` | `"ogg"` | `"ogg"` for compression; `"wav"` for uncompressed audio. | +| `options.segmentDurationSeconds` | `60` | Target duration per file; buffer pressure can produce shorter files. | +| `options.maxDurationSeconds` | `1800` | Stop capture at this session offset in seconds. | +| `options.maxBufferBytes` | `33554432` | Maximum retained PCM bytes per recording. | +| `options.flushFraction` | `0.5` | Fraction of the buffer limit that triggers an earlier segment. | +| `encoder` | `undefined` | Custom encoder `{ module: "..." }`; overrides `audioFormat` when supplied. | + +## Turn playback + +When reviewing a voice trace, you may want to follow a message, e.g. such as “Where is my order?”, and hear how it was spoken, without searching through the call recording. These selections describe which audio to play for that message. + +Supply `turnSelections` to `createRecording()`: a callback that returns each turn’s span and when its audio occurred, in milliseconds from the start of the call. The recorder maps those timestamps onto the uploaded audio files, even when a turn crosses a file boundary, and writes `audio.selections` onto the turn’s span. These references can be used to play that turn’s audio. + +For example, if the caller said “Where is my order?” from 1.2 to 2.6 seconds into the call: + +```ts +// Inside the createRecording({ ... }) options: +turnSelections: () => [ + { + span: userTurnSpan, // The span containing “Where is my order?” + intervals: [ + { + recording_span_id: sessionSpan.spanId, // Where the call audio is attached. + recording_id: "call", + channel_index: 0, // Caller audio. + start_offset_ms: 1200, + end_offset_ms: 2600, + }, + ], + }, +]; +``` + +When a turn or its timing changes, update what `turnSelections()` returns and call `recording.publishSelections()`. `finish()` also publishes the final selections. These selections associate recorded audio with turns; they do not control what gets recorded. + +## Development + +```sh +pnpm run build +pnpm run check:typings +pnpm test +pnpm run test:smoke +pnpm pack +``` diff --git a/integrations/audio/package.json b/integrations/audio/package.json new file mode 100644 index 000000000..f4cdd7f81 --- /dev/null +++ b/integrations/audio/package.json @@ -0,0 +1,51 @@ +{ + "name": "@braintrust/audio", + "version": "0.0.1", + "description": "Shared audio recording, encoding, and export for Braintrust integrations", + "main": "./dist/index.js", + "module": "./dist/index.mjs", + "types": "./dist/index.d.ts", + "files": [ + "dist", + "README.md" + ], + "exports": { + ".": { + "types": "./dist/index.d.ts", + "import": "./dist/index.mjs", + "require": "./dist/index.js" + }, + "./package.json": "./package.json" + }, + "scripts": { + "build": "tsup", + "check:typings": "tsc --noEmit", + "test": "vitest run", + "test:smoke": "node smoke/recording.mjs" + }, + "dependencies": { + "@audio/encode-opus": "1.3.1" + }, + "devDependencies": { + "@types/node": "^20.10.5", + "tsup": "^8.5.1", + "typescript": "^5.3.3", + "vitest": "4.1.11", + "ogg-opus-decoder": "^1.7.3" + }, + "engines": { + "node": ">=20" + }, + "author": "Braintrust Data Inc.", + "license": "MIT", + "repository": { + "type": "git", + "url": "git+https://github.com/braintrustdata/braintrust-sdk-javascript.git", + "directory": "integrations/audio" + }, + "publishConfig": { + "access": "public", + "registry": "https://registry.npmjs.org/", + "provenance": true + } +} diff --git a/integrations/audio/smoke/recording.mjs b/integrations/audio/smoke/recording.mjs new file mode 100644 index 000000000..0a40660c4 --- /dev/null +++ b/integrations/audio/smoke/recording.mjs @@ -0,0 +1,51 @@ +import assert from "node:assert/strict"; +import { createRequire } from "node:module"; + +// Also run this file from an isolated app installed from `pnpm pack` output. +const require = createRequire(import.meta.url); +for (const api of [ + await import("@braintrust/audio"), + require("@braintrust/audio"), +]) { + for (const audioFormat of ["wav", "ogg"]) { + const rows = []; + const files = []; + const recording = api.createRecording({ + audioFormat, + span: { spanId: "session", log: (row) => rows.push(row) }, + flush: async () => {}, + createAttachment: ({ data, filename, contentType }) => { + files.push(data); + return { + reference: { key: filename, filename, content_type: contentType }, + upload: async () => ({ upload_status: "done" }), + }; + }, + snapshot: () => ({ + origin: 1000, + basis: "test", + + source: (channel_index) => ({ channel_index }), + }), + turnSelections: () => [], + }); + recording.record({ + pcm: new Int16Array(480).fill(1000), + at: 0, + rate: 24000, + channels: 1, + channel: 0, + }); + await recording.finish(); + assert.equal(files.length, 1); + assert.equal( + Buffer.from(files[0].subarray(0, 4)).toString(), + audioFormat === "wav" ? "RIFF" : "OggS", + ); + assert.equal( + rows.flatMap((r) => r.metadata?.["audio.recordings"] ?? []).at(-1).state, + "ready", + ); + } +} +console.log("WAV and Ogg recording passed through ESM and CommonJS exports."); diff --git a/integrations/audio/src/audio-worker.ts b/integrations/audio/src/audio-worker.ts new file mode 100644 index 000000000..a7e4acb4c --- /dev/null +++ b/integrations/audio/src/audio-worker.ts @@ -0,0 +1,46 @@ +import { parentPort } from "node:worker_threads"; +import { encodeCall, pcmChunks } from "./pcm"; +import type { Packet } from "./recorder"; +parentPort?.on( + "message", + async ({ + packets, + durationMs, + encoderModule, + }: { + packets: Packet[]; + durationMs: number; + encoderModule?: string; + }) => { + try { + const codec = encoderModule ? await import(encoderModule) : undefined; + if (codec?.encodeChunks) { + // The optional codec preserves resampling history between PCM blocks. + const encoded = await codec.encodeChunks( + pcmChunks(packets, durationMs), + 24000, + 2, + ); + parentPort!.postMessage( + { ...encoded, durationMs: Math.round(durationMs * 24) / 24 }, + [encoded.bytes.buffer], + ); + } else { + // Preserve compatibility with codecs exposing the original encode API. + const result = encodeCall(packets, durationMs); + const encoded = codec + ? await codec.encode( + new Int16Array(result.bytes.buffer, 44), + 24000, + 2, + ) + : { bytes: result.bytes, mimeType: "audio/wav", sampleRate: 24000 }; + parentPort!.postMessage({ ...encoded, durationMs: result.durationMs }, [ + encoded.bytes.buffer, + ]); + } + } catch { + parentPort!.postMessage({ reason: "encoding_failed" }); + } + }, +); diff --git a/integrations/audio/src/buffers.ts b/integrations/audio/src/buffers.ts new file mode 100644 index 000000000..d01e139a3 --- /dev/null +++ b/integrations/audio/src/buffers.ts @@ -0,0 +1,60 @@ +/** Owns PCM reservations across staging, recorder admission and worker transfer. */ +export class PcmBuffers { + private leases = new Map< + ArrayBufferLike, + { bytes: number; admitted: boolean } + >(); + private retained = 0; + constructor(private maximum: number) {} + get bytes() { + return this.retained; + } + copy(pcm: Int16Array): Int16Array { + const bytes = pcm.byteLength; + if (this.retained + bytes > this.maximum) { + throw new Error("capture_byte_limit"); + } + const owned = new Int16Array(pcm); + this.leases.set(owned.buffer, { bytes, admitted: false }); + this.retained += bytes; + return owned; + } + + admit(pcm: Int16Array): boolean { + const lease = this.leases.get(pcm.buffer); + if (!lease || lease.admitted) { + return false; + } + lease.admitted = true; + return true; + } + discard(pcm: Int16Array) { + if (!this.leases.get(pcm.buffer)?.admitted) { + this.release(pcm); + } + } + release(pcm: Int16Array) { + const lease = this.leases.get(pcm.buffer); + if (!lease) { + return; + } + this.leases.delete(pcm.buffer); + this.retained -= lease.bytes; + } + split(pcm: Int16Array, count: number): [Int16Array, Int16Array] { + const lease = this.leases.get(pcm.buffer); + if (!lease || pcm.byteLength !== lease.bytes) { + throw new Error("Invalid PCM ownership"); + } + const head = pcm.slice(0, count), + tail = pcm.slice(count); + this.leases.delete(pcm.buffer); + this.leases.set(head.buffer, { bytes: head.byteLength, admitted: true }); + this.leases.set(tail.buffer, { bytes: tail.byteLength, admitted: true }); + return [head, tail]; + } + close() { + this.leases.clear(); + this.retained = 0; + } +} diff --git a/integrations/audio/src/codec.ts b/integrations/audio/src/codec.ts new file mode 100644 index 000000000..2eff29bd7 --- /dev/null +++ b/integrations/audio/src/codec.ts @@ -0,0 +1,16 @@ +import { createRequire } from "node:module"; +import { dirname, join } from "node:path"; +import { pathToFileURL } from "node:url"; +/** Codec is loaded inside Braintrust's encoding worker, never on the voice thread. */ +export function oggOpus() { + return { + module: pathToFileURL( + join( + dirname( + createRequire(__filename).resolve("@braintrust/audio/package.json"), + ), + "dist/encoder.mjs", + ), + ).href, + }; +} diff --git a/integrations/audio/src/encoder.test.ts b/integrations/audio/src/encoder.test.ts new file mode 100644 index 000000000..3e6329340 --- /dev/null +++ b/integrations/audio/src/encoder.test.ts @@ -0,0 +1,150 @@ +import { expect, test } from "vitest"; +import { OggOpusDecoder } from "ogg-opus-decoder"; +import { encode, encodeChunks } from "./encoder"; +import opus from "@audio/encode-opus"; +test("independently decodable Ogg segments preserve channels, length and reduce speech-like PCM size", async () => { + for (const length of [5280, 24000, 24001, 24000 * 3 + 123]) { + const pcm = new Int16Array(length * 2); + for (let i = 0; i < length; i++) { + pcm[i * 2] = Math.round( + Math.sin((i / 24000) * 2 * Math.PI * 220) * 10000, + ); + pcm[i * 2 + 1] = Math.round( + Math.sin((i / 24000) * 2 * Math.PI * 440) * 5000, + ); + } + const encoded = await encode(pcm, 24000, 2); + expect(Buffer.from(encoded.bytes.subarray(0, 4)).toString()).toBe("OggS"); + const decoder = new OggOpusDecoder(); + await decoder.ready; + try { + const decoded = await decoder.decodeFile(encoded.bytes); + expect(decoded.errors).toHaveLength(0); + expect(decoded.channelData).toHaveLength(2); + const data = Buffer.from(encoded.bytes); + const pages: number[] = []; + for (let at = 0; at < data.length; ) { + expect(data.toString("ascii", at, at + 4)).toBe("OggS"); + pages.push(at); + const count = data[at + 26]; + at += + 27 + + count + + data + .subarray(at + 27, at + 27 + count) + .reduce((sum, n) => sum + n, 0); + } + const last = pages.at(-1)!; + const preSkip = data.readUInt16LE(27 + data[26] + 10); + expect(data[last + 5] & 4).toBe(4); + expect(Number(data.readBigUInt64LE(last + 6)) - preSkip).toBe(length * 2); + // ogg-opus-decoder 1.7.3 incorrectly retains pre-skip in its end trim + // when the only audio page is EOS. libsndfile independently decodes + // the 220ms case to its exact duration. Restrict the known + // decoder discrepancy to that layout, never allow missing samples. + if (pages.length === 3) { + expect([length * 2, length * 2 + preSkip]).toContain( + decoded.samplesDecoded, + ); + } else { + expect(decoded.samplesDecoded).toBe(length * 2); + } + expect( + Math.max(...decoded.channelData[0].subarray(1000, 2000)), + ).toBeGreaterThan(0.2); + expect(encoded.bytes.length).toBeLessThan(pcm.byteLength / 3); + } finally { + decoder.free(); + } + } +}); + +test("streaming native-rate blocks decode identically across processing boundaries and the final tail", async () => { + const { encodeChunks } = await import("./encoder"); + const pcm = new Int16Array((48000 * 6 + 17) * 2); + for (let i = 0; i < pcm.length / 2; i++) { + pcm[i * 2] = Math.round(11000 * Math.sin((i * Math.PI * 2 * 317) / 48000)); + pcm[i * 2 + 1] = + i < 48000 || i > 48000 * 4 + ? 0 + : Math.round(6000 * Math.sin((i * Math.PI * 2 * 571) / 48000)); + } + function* chunks() { + for (let i = 0; i < pcm.length; i += 1234) { + yield pcm.subarray(i, i + 1234); + } + } + const complete = await encode(pcm, 48000, 2), + streamed = await encodeChunks(chunks(), 48000, 2); + const decoder = new OggOpusDecoder(); + await decoder.ready; + try { + const reference = await decoder.decodeFile(complete.bytes); + await decoder.reset(); + const result = await decoder.decodeFile(streamed.bytes); + expect(result.errors).toEqual([]); + expect(result.samplesDecoded).toBe(pcm.length / 2); + for (let channel = 0; channel < 2; channel++) { + expect( + Buffer.from(result.channelData[channel].buffer).equals( + Buffer.from(reference.channelData[channel].buffer), + ), + ).toBe(true); + } + } finally { + decoder.free(); + } +}); + +test("streamed resampling preserves whole-file encoding across boundaries and short tails", async () => { + for (const length of [1, 2, 3, 24001, 24002, 24003, 72123]) { + const pcm = new Int16Array(length * 2); + const planar = [new Float32Array(length), new Float32Array(length)]; + for (let i = 0; i < length; i++) { + for (let c = 0; c < 2; c++) { + pcm[i * 2 + c] = Math.round(9000 * Math.sin(i * (c ? 1.7 : 0.13))); + planar[c][i] = pcm[i * 2 + c] / 32768; + } + } + const original = await opus({ + sampleRate: 24000, + channels: 2, + bitrate: 64, + complexity: 5, + application: "audio", + }); + let referenceBytes: Uint8Array; + try { + referenceBytes = Buffer.concat([ + original.encode(planar), + original.flush(), + ]); + } finally { + original.free(); + } + function* chunks() { + for (let i = 0; i < pcm.length; i += 4800) { + yield pcm.subarray(i, i + 4800); + } + } + const streamed = await encodeChunks(chunks(), 24000, 2); + const decoder = new OggOpusDecoder(); + await decoder.ready; + try { + const reference = await decoder.decodeFile(referenceBytes); + await decoder.reset(); + const result = await decoder.decodeFile(streamed.bytes); + expect(result.errors).toEqual([]); + expect(result.samplesDecoded).toBe(reference.samplesDecoded); + for (let c = 0; c < 2; c++) { + expect( + Buffer.from(result.channelData[c].buffer).equals( + Buffer.from(reference.channelData[c].buffer), + ), + ).toBe(true); + } + } finally { + decoder.free(); + } + } +}); diff --git a/integrations/audio/src/encoder.ts b/integrations/audio/src/encoder.ts new file mode 100644 index 000000000..23dda1e19 --- /dev/null +++ b/integrations/audio/src/encoder.ts @@ -0,0 +1,121 @@ +import opus from "@audio/encode-opus"; +import { toOpusRate } from "@audio/encode-opus/core"; + +export async function encode( + pcm: Int16Array, + sampleRate: number, + channels: number, +) { + function* chunks() { + const size = (sampleRate / 10) * channels; + for (let at = 0; at < pcm.length; at += size) { + yield pcm.subarray(at, at + size); + } + } + return encodeChunks(chunks(), sampleRate, channels); +} + +/** Preserve the codec's Lanczos filter across blocks using three samples of + * history and lookahead. Only the beginning/end of the file clamp the filter. */ +function* planarBlocks( + chunks: Iterable, + sampleRate: number, + channels: number, +) { + if (![24000, 48000].includes(sampleRate)) { + throw new Error("unsupported_codec_rate"); + } + const tail = Array.from({ length: channels }, () => new Float32Array(6)); + let retained = 3, + initialized = false; + let input: Float32Array[] = [], + output: Float32Array[] = []; + function convert(length: number, end: number) { + const interleaved = toOpusRate( + input.map((c) => c.subarray(0, length)), + sampleRate, + ); + const ratio = 48000 / sampleRate, + count = (end - 3) * ratio; + if (!output.length || output[0].length < count) { + output = Array.from({ length: channels }, () => new Float32Array(count)); + } + for (let i = 0; i < count; i++) { + for (let c = 0; c < channels; c++) { + output[c][i] = interleaved[(i + 3 * ratio) * channels + c]; + } + } + return output.map((c) => c.subarray(0, count)); + } + for (const pcm of chunks) { + if (!pcm.length) { + continue; + } + const length = retained + pcm.length / channels; + if (!input.length || input[0].length < length) { + input = Array.from({ length: channels }, () => new Float32Array(length)); + } + if (!initialized) { + for (let c = 0; c < channels; c++) { + tail[c].fill(pcm[c] / 32768, 0, 3); + } + initialized = true; + } + for (let c = 0; c < channels; c++) { + input[c].set(tail[c].subarray(0, retained)); + for (let i = 0; i < pcm.length / channels; i++) { + input[c][retained + i] = pcm[i * channels + c] / 32768; + } + } + const end = Math.max(3, length - 3); + if (end > 3) { + yield convert(length, end); + } + retained = length - end + 3; + for (let c = 0; c < channels; c++) { + tail[c].set(input[c].subarray(end - 3, length)); + } + } + if (initialized) { + for (let c = 0; c < channels; c++) { + input[c].set(tail[c].subarray(0, retained)); + } + yield convert(retained, retained); + } +} + +/** Worker-only streaming codec. Blocks are consumed before advancing input. */ +export async function encodeChunks( + chunks: Iterable, + sampleRate: number, + channels: number, +) { + const encoder = await opus({ + sampleRate: 48000, + channels, + bitrate: 64, + complexity: 5, + application: "audio", + }); + try { + const pages: Uint8Array[] = []; + let length = 0; + for (const planar of planarBlocks(chunks, sampleRate, channels)) { + const page = encoder.encode(planar); + pages.push(page); + length += page.length; + } + const last = encoder.flush(); + pages.push(last); + length += last.length; + const bytes = new Uint8Array(length); + let offset = 0; + for (const page of pages) { + bytes.set(page, offset); + offset += page.length; + } + return { bytes, mimeType: "audio/ogg", sampleRate: 48000 }; + } finally { + encoder.free(); + } +} diff --git a/integrations/audio/src/exporter.test.ts b/integrations/audio/src/exporter.test.ts new file mode 100644 index 000000000..28b3cbb31 --- /dev/null +++ b/integrations/audio/src/exporter.test.ts @@ -0,0 +1,277 @@ +import { afterEach, expect, test, vi } from "vitest"; +import { AudioSegment } from "./segment"; +import { SegmentExporter } from "./exporter"; +import { TracePublisher } from "./publisher"; +class TestAttachment { + reference: { key: string; filename: string; content_type: string }; + constructor(options: { filename: string; contentType: string }) { + this.reference = { + key: "attachment", + filename: options.filename, + content_type: options.contentType, + }; + } + async upload(): Promise<{ + upload_status: "done" | "error"; + error_message?: string; + }> { + return { upload_status: "done" }; + } +} +afterEach(() => vi.restoreAllMocks()); + +function fixture() { + const span = { spanId: "root", log: vi.fn() }; + const turn = { log: vi.fn() }, + speaking = { log: vi.fn() }; + const segments: AudioSegment[] = []; + const flush = vi.fn(async () => {}); + const intervals = [ + { + recording_span_id: "root", + recording_id: "call", + channel_index: 1, + start_offset_ms: 100, + end_offset_ms: 140, + }, + ]; + const publisher = new TracePublisher( + span, + flush, + () => ({ + segments, + origin: 1234, + basis: "test", + source: (channel) => ({ channel_index: channel }), + closed: false, + }), + () => [ + { span: turn, intervals, alias: true }, + { span: speaking, intervals }, + ], + ); + const executions = new Map(); + const exporter = { + publishRecordings: () => publisher.publishRecordings(), + publishSelections: () => publisher.publishSelections(), + publish: async (segment: AudioSegment) => { + await executions.get(segment)!.export(segment, () => {}); + await publisher.publish(segment); + }, + }; + function encode(error?: string, bytes = 16) { + const start = 100 + segments.length * 20; + const segment = new AudioSegment( + `call-${segments.length}`, + start, + start + 20, + [ + { + pcm: new Int16Array(480), + at: 0, + rate: 24000, + channels: 1, + channel: 1, + }, + ], + ); + segments.push(segment); + publisher.publishRecordings(); + executions.set( + segment, + new SegmentExporter( + async () => { + if (error) { + throw new Error(error); + } + return { + bytes: new Uint8Array(bytes), + durationMs: 20, + sampleRate: 24000, + mimeType: "audio/wav", + }; + }, + (options) => new TestAttachment(options), + ), + ); + return segment; + } + const manifests = () => + span.log.mock.calls.flatMap( + ([row]) => row.metadata?.["audio.recordings"] ?? [], + ); + return { span, turn, speaking, exporter, encode, manifests }; +} + +test.each([16, 17 * 1024 * 1024])( + "%i encoded bytes remain pending until ordinary attachment upload succeeds", + async (bytes) => { + let complete!: (status: { upload_status: "done" }) => void; + const upload = vi + .spyOn(TestAttachment.prototype, "upload") + .mockImplementation( + () => + new Promise((resolve) => { + complete = resolve; + }), + ); + const f = fixture(), + segment = f.encode(undefined, bytes); + const publication = f.exporter.publish(segment); + try { + f.exporter.publishRecordings(); + f.exporter.publishSelections(); + expect(f.manifests().every((m) => m.state === "pending")).toBe(true); + expect(f.span.log.mock.calls.some(([row]) => row.input?.audio)).toBe( + false, + ); + for (const owner of [f.turn, f.speaking]) { + expect( + owner.log.mock.calls.flatMap( + ([row]) => row.metadata?.["audio.selections"] ?? [], + ), + ).toEqual([]); + } + await vi.waitFor(() => expect(upload).toHaveBeenCalledTimes(1)); + complete({ upload_status: "done" }); + await publication; + expect(f.manifests().at(-1)).toMatchObject({ + state: "ready", + attachment: { span_id: "root", ref: "/input/audio/call-0" }, + }); + expect(f.manifests()[0].state).toBe("pending"); + for (const owner of [f.turn, f.speaking]) { + expect( + owner.log.mock.calls.at(-1)![0].metadata["audio.selections"], + ).toMatchObject([ + { recording_id: "call-0", start_offset_ms: 0, end_offset_ms: 20 }, + ]); + } + const reference = f.span.log.mock.calls.find( + ([row]) => row.input?.audio, + )![0].input.audio[segment.id]; + expect(reference).toMatchObject({ + key: expect.any(String), + filename: "call-0.wav", + content_type: "audio/wav", + }); + expect(reference).not.toBeInstanceOf(TestAttachment); + const rows = f.span.log.mock.calls.length; + f.exporter.publishRecordings(); + f.exporter.publishSelections(); + expect(f.span.log.mock.calls).toHaveLength(rows); + } finally { + complete?.({ upload_status: "done" }); + await publication.catch(() => {}); + } + }, +); + +test.each(["status", "rejection"])( + "upload %s failure never publishes ready and preserves earlier audio", + async (mode) => { + const upload = vi + .spyOn(TestAttachment.prototype, "upload") + .mockResolvedValueOnce({ upload_status: "done" }); + const f = fixture(); + await f.exporter.publish(f.encode()); + if (mode === "status") { + upload.mockResolvedValue({ + upload_status: "error", + error_message: "upload unavailable", + }); + } else { + upload.mockRejectedValue(new Error("upload unavailable")); + } + await f.exporter.publish(f.encode()); + expect( + f + .manifests() + .filter((m) => m.id === "call-1") + .map((m) => m.state), + ).not.toContain("ready"); + expect(f.manifests().at(-1)).not.toHaveProperty("attachment"); + expect( + f.span.log.mock.calls.flatMap(([row]) => + Object.keys(row.input?.audio ?? {}), + ), + ).toEqual(["call-0"]); + expect(f.manifests().at(-1)).toMatchObject({ + id: "call-1", + state: "omitted", + reason: "recording_export_failed", + }); + expect( + f + .manifests() + .filter((m) => m.id === "call-0") + .at(-1).state, + ).toBe("ready"); + for (const owner of [f.turn, f.speaking]) { + expect( + owner.log.mock.calls.at(-1)![0].metadata["audio.selections"], + ).toMatchObject([{ recording_id: "call-0" }]); + } + }, +); + +test("encoding failure publishes an omission without uploading or selecting audio", async () => { + const upload = vi.spyOn(TestAttachment.prototype, "upload"); + const f = fixture(), + segment = f.encode("encoding_failed"); + await f.exporter.publish(segment); + expect(upload).not.toHaveBeenCalled(); + expect(f.manifests().map((m) => m.state)).toEqual(["pending", "omitted"]); + expect(f.manifests().at(-1)).toMatchObject({ reason: "encoding_failed" }); + expect(f.span.log.mock.calls.some(([row]) => row.input?.audio)).toBe(false); + expect(f.turn.log.mock.calls.at(-1)![0].metadata["audio.selections"]).toEqual( + [], + ); +}); + +test.each([false, true])( + "encoding failure=%s releases PCM only after encoding settles", + async (failed) => { + let finish!: () => void; + const encoding = new Promise((resolve) => { + finish = resolve; + }); + const pcm = new Int16Array(480); + const segment = new AudioSegment("call-0", 0, 20, [ + { pcm, at: 0, rate: 24000, channels: 1, channel: 0 }, + ]); + const release = vi.fn(); + const upload = vi.fn(async () => { + expect(release).toHaveBeenCalledExactlyOnceWith(pcm); + expect(segment.state).toBe("pending"); + return { upload_status: "done" }; + }); + const exporter = new SegmentExporter( + async () => { + await encoding; + if (failed) { + throw new Error("encoding_failed"); + } + return { + bytes: new Uint8Array(16), + durationMs: 20, + sampleRate: 24000, + mimeType: "audio/wav", + }; + }, + () => ({ reference: "uploaded", upload }), + ); + const job = exporter.export(segment, release); + try { + expect(release).not.toHaveBeenCalled(); + expect(upload).not.toHaveBeenCalled(); + expect(segment.state).toBe("pending"); + } finally { + finish(); + await job; + } + expect(release).toHaveBeenCalledExactlyOnceWith(pcm); + expect(upload).toHaveBeenCalledTimes(failed ? 0 : 1); + expect(segment.state).toBe(failed ? "omitted" : "ready"); + }, +); diff --git a/integrations/audio/src/exporter.ts b/integrations/audio/src/exporter.ts new file mode 100644 index 000000000..276d9e097 --- /dev/null +++ b/integrations/audio/src/exporter.ts @@ -0,0 +1,61 @@ +import { AudioSegment, type Packet, type EncodedAudio } from "./segment"; + +export type Encoder = ( + packets: Packet[], + durationMs: number, +) => Promise; +export type CreateAttachment = (options: { + data: Uint8Array; + filename: string; + contentType: string; +}) => { + upload(): Promise<{ upload_status: string; error_message?: string }>; + reference: unknown; +}; + +/** Executes a sealed segment; recording policy and trace publication stay with callers. */ +export class SegmentExporter { + constructor( + private encode: Encoder, + private createAttachment: CreateAttachment, + ) {} + + async export( + segment: AudioSegment, + release: (pcm: Int16Array) => void, + ): Promise { + const packets = segment.dispatch({ type: "encode" }); + let data: EncodedAudio; + try { + data = await this.encode(packets, segment.end - segment.start); + segment.dispatch({ type: "encoded", format: data }); + } catch (error) { + segment.dispatch({ + type: "omitted", + reason: error instanceof Error ? error.message : "encoding_failed", + }); + return; + } finally { + // Release source memory only after the worker has finished with it. + for (const packet of packets) { + release(packet.pcm); + } + packets.length = 0; + } + + try { + const attachment = this.createAttachment({ + data: data.bytes, + filename: `${segment.id}.${data.mimeType === "audio/ogg" ? "ogg" : "wav"}`, + contentType: data.mimeType, + }); + const result = await attachment.upload(); + if (result.upload_status !== "done") { + throw new Error("recording_export_failed"); + } + segment.dispatch({ type: "ready", reference: attachment.reference }); + } catch { + segment.dispatch({ type: "omitted", reason: "recording_export_failed" }); + } + } +} diff --git a/integrations/audio/src/fixtures/counting-codec.mjs b/integrations/audio/src/fixtures/counting-codec.mjs new file mode 100644 index 000000000..61f93cf8b --- /dev/null +++ b/integrations/audio/src/fixtures/counting-codec.mjs @@ -0,0 +1,8 @@ +let calls = 0; +export function encode() { + return { + bytes: Uint8Array.of(++calls), + mimeType: "audio/wav", + sampleRate: 24000, + }; +} diff --git a/integrations/audio/src/index.ts b/integrations/audio/src/index.ts new file mode 100644 index 000000000..7b22e98b4 --- /dev/null +++ b/integrations/audio/src/index.ts @@ -0,0 +1,5 @@ +export { createRecording, type RecordingConfig } from "./recording"; +export { oggOpus } from "./codec"; +export type { RecordingOptions, Packet } from "./recorder"; +export type { Selection } from "./selections"; +export * as timeline from "./timeline"; diff --git a/integrations/audio/src/pcm.test.ts b/integrations/audio/src/pcm.test.ts new file mode 100644 index 000000000..31cec3f0e --- /dev/null +++ b/integrations/audio/src/pcm.test.ts @@ -0,0 +1,107 @@ +import { expect, test } from "vitest"; +import { encodeCall, pcmChunks } from "./pcm"; + +test("bounded rendering preserves resampling phase across chunks and pads the final timeline", () => { + const source = Int16Array.from( + { length: 12000 }, + (_, i) => (i % 97) * 100 - 4000, + ); + for (const rate of [24000, 48000]) { + const frames = Array.from( + pcmChunks( + [{ pcm: source, rate: 44100, channels: 1, channel: 1, at: 7.3 }], + 400, + rate, + ), + (block) => block.slice(), + ); + expect(Math.max(...frames.map((f) => f.length))).toBeLessThanOrEqual( + (rate / 10) * 2, + ); + const actual = Int16Array.from(frames.flatMap((f) => [...f])); + expect(actual.length).toBe(rate * 0.4 * 2); + const start = Math.round((7.3 * rate) / 1000), + length = Math.round((source.length / 44100) * rate); + for (let i = 0; i < actual.length / 2; i++) { + const position = ((i - start) * 44100) / rate, + lo = Math.floor(position), + alpha = position - lo; + const expected = + i < start || i >= start + length + ? 0 + : Math.round( + source[Math.min(lo, source.length - 1)] * (1 - alpha) + + source[Math.min(lo + 1, source.length - 1)] * alpha, + ); + expect(actual[i * 2]).toBe(0); + expect(actual[i * 2 + 1]).toBe(expected); + } + } +}); + +test("rendering preserves packet overwrite order, channel separation, silence and WAV samples", () => { + const packets = [ + { + pcm: new Int16Array(4800).fill(123), + rate: 24000, + channels: 1, + channel: 0, + at: 50, + }, + { + pcm: new Int16Array(4800).fill(456), + rate: 24000, + channels: 1, + channel: 1, + at: 0, + }, + { + pcm: new Int16Array(4800).fill(789), + rate: 24000, + channels: 1, + channel: 0, + at: 0, + }, + ]; + const pcm = Int16Array.from( + Array.from(pcmChunks(packets, 300), (block) => [...block]).flat(), + ); + const wav = encodeCall(packets, 300), + view = new DataView(wav.bytes.buffer); + for (let i = 0; i < pcm.length / 2; i++) { + expect(pcm[i * 2]).toBe(i < 4800 ? 789 : i < 6000 ? 123 : 0); + expect(pcm[i * 2 + 1]).toBe(i < 4800 ? 456 : 0); + expect(view.getInt16(44 + i * 4, true)).toBe(pcm[i * 2]); + expect(view.getInt16(46 + i * 4, true)).toBe(pcm[i * 2 + 1]); + } +}); + +// Exercise both upsampling and downsampling through the rendered WAV output. +test("mixed source rates retain channel values and duration", () => { + const result = encodeCall([ + { + pcm: new Int16Array(160).fill(1000), + rate: 8000, + channels: 1, + channel: 0, + at: 0, + }, + { + pcm: new Int16Array(960).fill(-1000), + rate: 48000, + channels: 1, + channel: 1, + at: 0, + }, + ]); + expect(result.durationMs).toBe(20); + const view = new DataView( + result.bytes.buffer, + result.bytes.byteOffset, + result.bytes.byteLength, + ); + for (let offset = 44; offset < result.bytes.byteLength; offset += 4) { + expect(view.getInt16(offset, true)).toBe(1000); + expect(view.getInt16(offset + 2, true)).toBe(-1000); + } +}); diff --git a/integrations/audio/src/pcm.ts b/integrations/audio/src/pcm.ts new file mode 100644 index 000000000..b01f49cbc --- /dev/null +++ b/integrations/audio/src/pcm.ts @@ -0,0 +1,141 @@ +import { msToSamples, samplesToMs, CALL_SAMPLE_RATE } from "./timeline"; +import type { Packet } from "./recorder"; +/** Bounded 24kHz stereo WAV assembly, entirely outside the voice event loop. */ +export function encodeCall( + packets: Packet[], + durationMs?: number, +): { + bytes: Uint8Array; + durationMs: number; +} { + const rate = CALL_SAMPLE_RATE; + const samples = + durationMs === undefined + ? Math.ceil( + packets.reduce( + (end, p) => + Math.max( + end, + msToSamples(p.at, rate) + + (p.pcm.length / p.channels / p.rate) * rate, + ), + 0, + ), + ) + : Math.round(msToSamples(durationMs, rate)); + if (!Number.isSafeInteger(samples) || samples <= 0 || samples > 1800 * rate) { + throw new Error("invalid_duration"); + } + const bytes = new Uint8Array(44 + samples * 4); + const view = new DataView(bytes.buffer); + const text = (offset: number, value: string) => { + for (let i = 0; i < value.length; i++) { + bytes[offset + i] = value.charCodeAt(i); + } + }; + text(0, "RIFF"); + view.setUint32(4, bytes.length - 8, true); + text(8, "WAVEfmt "); + view.setUint32(16, 16, true); + view.setUint16(20, 1, true); + view.setUint16(22, 2, true); + view.setUint32(24, rate, true); + view.setUint32(28, rate * 4, true); + view.setUint16(32, 4, true); + view.setUint16(34, 16, true); + text(36, "data"); + view.setUint32(40, samples * 4, true); + let offset = 44; + for (const chunk of pcmChunks(packets, samplesToMs(samples, rate), rate)) { + for (const value of chunk) { + view.setInt16(offset, value, true); + offset += 2; + } + } + return { bytes, durationMs: samplesToMs(samples, rate) }; +} + +/** Render bounded stereo blocks. Resampling positions stay relative to each + * source packet, so a block boundary never resets interpolation phase. + * Blocks borrow a reusable buffer, valid until the iterator advances. */ +export function* pcmChunks( + packets: Packet[], + durationMs: number, + rate = CALL_SAMPLE_RATE, +): Generator { + const samples = Math.round(msToSamples(durationMs, rate)); + if ( + ![24000, 48000].includes(rate) || + !Number.isSafeInteger(samples) || + samples <= 0 || + samples > 1800 * rate + ) { + throw new Error("invalid_duration"); + } + const pending = packets + .map((packet, index) => { + if ( + ![0, 1].includes(packet.channel) || + ![1, 2].includes(packet.channels) || + !Number.isFinite(packet.rate) || + packet.rate < 8000 || + packet.rate > 96000 || + !Number.isFinite(packet.at) || + packet.at < 0 + ) { + throw new Error("invalid_packet"); + } + const start = Math.round(msToSamples(packet.at, rate)); + return { + packet, + index, + start, + end: + start + + Math.round( + (packet.pcm.length / packet.channels / packet.rate) * rate, + ), + }; + }) + .sort((a, b) => a.start - b.start || a.index - b.index); + let cursor = 0; + let active: typeof pending = []; + const buffer = new Int16Array((rate / 10) * 2); + for (let start = 0; start < samples; start += rate / 10) { + const end = Math.min(samples, start + rate / 10); + active = active.filter((p) => p.end > start); + while (cursor < pending.length && pending[cursor].start < end) { + active.push(pending[cursor++]); + } + // Overlapping packets retain the same last-writer behavior as WAV assembly. + active.sort((a, b) => a.index - b.index); + const chunk = buffer.subarray(0, (end - start) * 2); + chunk.fill(0); + for (const { packet: p, start: packetStart, end: packetEnd } of active) { + for ( + let i = Math.max(start, packetStart); + i < Math.min(end, packetEnd); + i++ + ) { + const position = ((i - packetStart) * p.rate) / rate, + lo = Math.floor(position), + alpha = position - lo; + let value = 0; + for (let channel = 0; channel < p.channels; channel++) { + const a = + p.pcm[Math.min(lo * p.channels + channel, p.pcm.length - 1)] ?? 0; + const b = + p.pcm[ + Math.min((lo + 1) * p.channels + channel, p.pcm.length - 1) + ] ?? a; + value += a + (b - a) * alpha; + } + chunk[(i - start) * 2 + p.channel] = Math.max( + -32768, + Math.min(32767, Math.round(value / p.channels)), + ); + } + } + yield chunk; + } +} diff --git a/integrations/audio/src/publisher.ts b/integrations/audio/src/publisher.ts new file mode 100644 index 000000000..561bdf990 --- /dev/null +++ b/integrations/audio/src/publisher.ts @@ -0,0 +1,171 @@ +export type RecordingSpan = { + spanId: string; + log: (event: { input?: unknown; metadata?: Record }) => void; +}; +import type { Segment } from "./segment"; +import type { AudioSegment } from "./segment"; +import { + mergeSelections, + segmentSelections, + type Selection, +} from "./selections"; + +export type TurnSelection = { + span: Pick; + intervals: Selection[]; + alias?: boolean; + metadata?: Record; +}; +export type RecordingContext = { + origin: number; + basis: string; + source: (channel: number) => Record; + closed: boolean; + metadata?: Record; +}; +type PublishedSegment = Pick< + AudioSegment, + "id" | "state" | "attachmentReference" +>; +type Snapshot = RecordingContext & { + segments: readonly Segment[]; + reason?: string; +}; +/** Publishes recording snapshots and uploaded attachment references. No framework types. */ +export class TracePublisher { + private publishedRecordings?: string; + private publishedSelections = new WeakMap(); + constructor( + private span: RecordingSpan, + private flush: () => Promise, + private snapshot: () => Snapshot, + private turnSelections: () => Iterable, + ) {} + async publish(segment?: PublishedSegment) { + // Retry telemetry once, independently of the completed export. + try { + await this.publishOnce(segment); + } catch { + await this.publishOnce(segment).catch(() => {}); + } + } + private async publishOnce(segment?: PublishedSegment) { + try { + // Retain only the reference so a logging failure can retry without uploading again. + if ( + segment?.state === "ready" && + segment.attachmentReference !== undefined + ) { + this.span.log({ + input: { audio: { [segment.id]: segment.attachmentReference } }, + }); + } + this.publishRecordings(); + this.publishSelections(); + await this.flush(); + } catch (error) { + // A failed flush may not have delivered any queued updates. Retry snapshots + // as well as the uploaded reference, without re-encoding or re-uploading. + this.publishedRecordings = undefined; + this.publishedSelections = new WeakMap(); + throw error; + } + } + publishRecordings() { + const snapshot = this.snapshot(); + const descriptors: Record[] = snapshot.segments.map( + (s) => ({ + id: s.id, + recording_group_id: "call", + state: s.state, + ...(s.reason ? { reason: s.reason } : {}), + ...(s.state === "ready" + ? { + attachment: { + span_id: this.span.spanId, + ref: `/input/audio/${s.id}`, + }, + mime_type: s.mimeType, + duration_ms: s.durationMs, + channel_count: 2, + sample_rate_hz: s.sampleRate, + } + : {}), + sources: s.channels.map(snapshot.source), + timeline: { + origin_unix_ms: snapshot.origin, + recording_start_offset_ms: s.start, + basis: snapshot.basis, + }, + ...(s.state === "omitted" + ? { + gaps: [ + { + start_offset_ms: s.start, + end_offset_ms: s.end, + reason: s.reason, + }, + ], + } + : {}), + }), + ); + if (snapshot.reason) { + descriptors.push({ + id: "call", + recording_group_id: "call", + state: "omitted", + reason: snapshot.reason, + truncated: true, + }); + } + if (!descriptors.length) { + descriptors.push({ + id: "call", + recording_group_id: "call", + state: snapshot.closed ? "omitted" : "pending", + ...(snapshot.closed ? { reason: "no_audio_observed" } : {}), + }); + } + // Compare the serialized wire value: callbacks can return freshly allocated or + // mutated metadata. Identity/version checks would miss those changes. + const signature = JSON.stringify({ + recordings: descriptors, + metadata: snapshot.metadata, + }); + if (this.publishedRecordings === signature) { + return; + } + this.span.log({ + metadata: { + "audio.recordings": descriptors, + ...snapshot.metadata, + }, + }); + this.publishedRecordings = signature; + } + publishSelections() { + const { segments } = this.snapshot(); + for (const turn of this.turnSelections()) { + const selections = segmentSelections( + mergeSelections(turn.intervals), + segments, + ); + const metadata = { + "audio.selections": selections, + ...(turn.alias + ? { + "audio.selection": selections.length === 1 ? selections[0] : null, + } + : {}), + ...turn.metadata, + }; + const signature = JSON.stringify(metadata); + if (this.publishedSelections.get(turn.span) === signature) { + continue; + } + turn.span.log({ metadata }); + this.publishedSelections.set(turn.span, signature); + } + } +} diff --git a/integrations/audio/src/recorder.test.ts b/integrations/audio/src/recorder.test.ts new file mode 100644 index 000000000..a462871a5 --- /dev/null +++ b/integrations/audio/src/recorder.test.ts @@ -0,0 +1,309 @@ +import type { AudioSegment } from "./segment"; +import { expect, test } from "vitest"; +import { Recorder, type RecordingOptions } from "./recorder"; +import { SegmentExporter, type Encoder } from "./exporter"; +import type { EncodedAudio } from "./segment"; +import { encodeCall } from "./pcm"; +const encode = async ( + packets: Parameters[0], + durationMs: number, +) => ({ + ...encodeCall(packets, durationMs), + mimeType: "audio/wav", + sampleRate: 24000, +}); +// Exercise the recorder with real segment execution and in-memory remote storage. +function recording( + options: RecordingOptions, + encode: Encoder, + publish: (s: AudioSegment) => Promise, +) { + let encoded: EncodedAudio; + const exporter = new SegmentExporter( + async (...args) => { + encoded = await encode(...args); + return encoded; + }, + () => ({ + reference: encoded, + upload: async () => ({ upload_status: "done" }), + }), + ); + return new Recorder(options, exporter, publish); +} +function accept(segment: AudioSegment) { + return segment.attachmentReference as EncodedAudio | undefined; +} +function samples(value: number, seconds = 1) { + return new Int16Array(24000 * seconds).fill(value); +} +test("exports progressively with bounded source memory across a ten minute timeline", async () => { + const files: { start: number; bytes: Uint8Array }[] = []; + const r = recording({ segmentDurationSeconds: 30 }, encode, async (s) => { + const data = accept(s); + if (data) { + files.push({ start: s.start, bytes: data.bytes }); + } + }); + for (let i = 0; i < 600; i++) { + r.record({ + pcm: samples(1000), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 0, + }); + r.record({ + pcm: samples(-2000), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 1, + }); + r.advance((i + 1) * 1000); + await r.drain(); + expect(r.retainedBytes).toBeLessThan(4 * 1024 * 1024); + } + expect(files.length).toBe(20); + await r.finish(); + expect(r.retainedBytes).toBe(0); + for (const [i, f] of files.entries()) { + expect(f.start).toBe(i * 30000); + const view = new DataView(f.bytes.buffer); + expect(view.getInt16(44, true)).toBe(1000); + expect(view.getInt16(f.bytes.length - 2, true)).toBe(-2000); + } +}); +test("splits a packet crossing the cut without losing its tail", async () => { + const files: Uint8Array[] = []; + const r = recording({ segmentDurationSeconds: 1 }, encode, async (s) => { + const data = accept(s); + if (data) { + files.push(data.bytes); + } + }); + r.record({ + pcm: samples(321, 3), + at: 0, + rate: 24000, + channels: 1, + channel: 0, + }); + r.advance(1000); + await r.drain(); + await r.finish(); + expect(files.map((f) => (f.length - 44) / 4)).toEqual([24000, 24000, 24000]); + expect(r.retainedBytes).toBe(0); +}); +test("rotated files reconstruct both source channels sample-for-sample including a partial final file", async () => { + const files: Uint8Array[] = []; + const recorder = recording( + { segmentDurationSeconds: 1 }, + encode, + async (s) => { + const data = accept(s); + if (data) { + files.push(data.bytes); + } + }, + ); + // Distinct nonconstant signals expose reordered, duplicated, or missing audio. + const length = 3 * 24000 + 1777; + const input = Int16Array.from( + { length }, + (_, i) => ((i * 17) % 30001) - 15000, + ); + const output = Int16Array.from( + { length }, + (_, i) => ((i * 31) % 28001) - 14000, + ); + // Packets deliberately cross the one-second file boundary. + for (let at = 0; at < length; at += 719) { + for (const [channel, source] of [input, output].entries()) { + recorder.record({ + pcm: source.slice(at, at + 719), + at: at / 24, + rate: 24000, + channels: 1, + channel: channel as 0 | 1, + }); + } + recorder.advance(Math.min(at + 719, length) / 24); + await recorder.drain(); + } + await recorder.finish(); + expect(files.map((file) => (file.length - 44) / 4)).toEqual([ + 24000, 24000, 24000, 1777, + ]); + const expected = Buffer.alloc(length * 4); + for (let i = 0; i < length; i++) { + expected.writeInt16LE(input[i], i * 4); + expected.writeInt16LE(output[i], i * 4 + 2); + } + expect( + Buffer.concat(files.map((file) => file.subarray(44))).equals(expected), + ).toBe(true); +}); + +test("hard duration limit preserves the prefix and reports truncation", async () => { + const r = recording({ maxDurationSeconds: 2 }, encode, async (s) => { + accept(s); + }); + for (let i = 0; i < 3; i++) { + r.record({ + pcm: samples(1), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 0, + }); + } + await r.finish(); + expect(r.reason).toBe("duration_limit"); + expect(r.segments[0]).toMatchObject({ state: "ready", end: 2000 }); + expect(r.retainedBytes).toBe(0); +}); +test("slow publication bounds retained audio without erasing a completed segment", async () => { + let unblock!: () => void; + const blocked = new Promise((r) => { + unblock = r; + }); + const r = recording( + { segmentDurationSeconds: 1, maxBufferBytes: 100000 }, + encode, + async (s) => { + await blocked; + accept(s); + }, + ); + r.record({ pcm: samples(1), at: 0, rate: 24000, channels: 1, channel: 0 }); + r.advance(1000); + for (let i = 1; i < 8; i++) { + r.record({ + pcm: samples(1), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 0, + }); + } + expect(r.retainedBytes).toBeLessThanOrEqual(100000); + expect(r.reason).toBe("capture_byte_limit"); + unblock(); + await r.finish(); + expect(r.segments.some((s) => s.state === "ready")).toBe(true); + expect(r.retainedBytes).toBe(0); +}); + +test.each(["encoding", "publication"])( + "%s failure retains earlier ready audio and releases source leases", + async (failure) => { + let count = 0, + encodings = 0; + const r = recording( + { segmentDurationSeconds: 1 }, + async (...args) => { + if (++encodings === 2 && failure === "encoding") { + throw new Error("encode failed"); + } + return encode(...args); + }, + async (s) => { + const data = accept(s); + if (data && ++count === 2 && failure === "publication") { + throw Error("export failed"); + } + }, + ); + for (let i = 0; i < 2; i++) { + r.record({ + pcm: samples(1), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 0, + }); + r.advance((i + 1) * 1000); + await r.drain(); + } + await r.finish(); + expect(r.segments.map((s) => s.state)).toEqual([ + "ready", + failure === "encoding" ? "omitted" : "ready", + ]); + expect(r.retainedBytes).toBe(0); + }, +); + +test("a watermark behind the current origin cannot move a segment backwards", async () => { + const r = recording({ segmentDurationSeconds: 0.1 }, encode, async (s) => { + accept(s); + }); + r.record({ pcm: samples(1), at: 200, rate: 24000, channels: 1, channel: 0 }); + r.advance(500); + await r.drain(); + expect(r.segments.map((s) => [s.start, s.end])).toEqual([ + [200, 300], + [300, 400], + [400, 500], + ]); + r.advance(100); + await r.finish(); + expect(r.segments.map((s) => [s.start, s.end])).toEqual( + Array.from({ length: 10 }, (_, i) => [200 + i * 100, 300 + i * 100]), + ); +}); +test("soft byte pressure rotates before the duration threshold", async () => { + const r = recording( + { segmentDurationSeconds: 60, maxBufferBytes: 200000, flushFraction: 0.5 }, + encode, + async (s) => { + accept(s); + }, + ); + for (let i = 0; i < 3; i++) { + r.record({ + pcm: samples(1), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 0, + }); + } + r.advance(2000); + await r.drain(); + expect(r.segments[0]).toMatchObject({ state: "ready", end: 2000 }); + await r.finish(); + expect(r.retainedBytes).toBe(0); +}); + +test.each([1, 60])( + "a delayed watermark drains %i-second clips before close without requiring more input", + async (seconds) => { + const durations: number[] = []; + const r = recording( + { segmentDurationSeconds: seconds }, + encode, + async (s) => { + const data = accept(s); + if (data) { + durations.push(data.durationMs); + } + }, + ); + for (let i = 0; i < 5 * seconds; i++) { + r.record({ + pcm: samples(123), + at: i * 1000, + rate: 24000, + channels: 1, + channel: 0, + }); + } + r.advance(5000 * seconds); + await r.drain(); + expect(durations).toEqual(Array(5).fill(1000 * seconds)); + await r.finish(); + expect(durations).toHaveLength(5); + }, +); diff --git a/integrations/audio/src/recorder.ts b/integrations/audio/src/recorder.ts new file mode 100644 index 000000000..93d8aabd7 --- /dev/null +++ b/integrations/audio/src/recorder.ts @@ -0,0 +1,288 @@ +import { msToSamples, samplesToMs, pcmBytesToMs } from "./timeline"; +import { AudioSegment, type Packet } from "./segment"; +export type { Packet } from "./segment"; +import { PcmBuffers } from "./buffers"; +import type { SegmentExporter } from "./exporter"; +export type RecordingOptions = { + segmentDurationSeconds?: number; + maxDurationSeconds?: number; + maxBufferBytes?: number; + flushFraction?: number; +}; +/** Framework-independent recorder. The adapter supplies a safe, monotonic cut watermark. */ +export class Recorder { + readonly options: Readonly>; + private packets: Packet[] = []; + readonly segments: AudioSegment[] = []; + readonly formats = new Map< + number, + Map + >(); + reason?: string; + private buffers: PcmBuffers; + get retainedBytes() { + return this.buffers.bytes; + } + private job?: Promise; + private segmentStartMs = 0; + private recordedEndMs = 0; + private earliestPacketMs = Infinity; + private closed = false; + private finishing?: Promise; + private confirmedThroughMs = 0; + constructor( + options: RecordingOptions, + private exporter: SegmentExporter, + private publish: (segment: AudioSegment) => Promise, + private pending: (segment: AudioSegment) => void = () => {}, + ) { + this.options = Object.freeze({ + segmentDurationSeconds: options.segmentDurationSeconds ?? 60, + maxDurationSeconds: options.maxDurationSeconds ?? 1800, + maxBufferBytes: options.maxBufferBytes ?? 32 * 1024 * 1024, + flushFraction: options.flushFraction ?? 0.5, + }); + validateOptions(this.options); + this.buffers = new PcmBuffers(this.options.maxBufferBytes); + } + + stop(reason: string) { + this.reason ??= reason; + } + copy(pcm: Int16Array): Int16Array | undefined { + if (this.closed || this.reason) { + return; + } + try { + return this.buffers.copy(pcm); + } catch (error) { + this.stop(error instanceof Error ? error.message : "capture_failed"); + return; + } + } + /** Discard staged audio; admitted audio belongs to the recorder/worker. */ + release(pcm: Int16Array) { + this.buffers.discard(pcm); + } + append(packet: Packet): boolean { + const duration = pcmBytesToMs( + packet.pcm.byteLength, + packet.rate, + packet.channels, + ); + const reason = this.validatePacket(packet, duration); + if (reason) { + this.stop(reason); + } + if (this.closed || this.reason) { + this.release(packet.pcm); + return false; + } + if (!this.buffers.admit(packet.pcm)) { + this.stop("invalid_pcm_ownership"); + return false; + } + const formats = this.formats.get(packet.channel) ?? new Map(); + formats.set(`${packet.rate}:${packet.channels}`, { + sample_rate_hz: packet.rate, + channel_count: packet.channels, + }); + this.formats.set(packet.channel, formats); + this.packets.push(packet); + this.earliestPacketMs = Math.min(this.earliestPacketMs, packet.at); + this.recordedEndMs = Math.max(this.recordedEndMs, packet.at + duration); + return true; + } + private validatePacket( + packet: Packet, + durationMs: number, + ): string | undefined { + if (!isSupportedPacket(packet)) { + return "unsupported_audio_format"; + } + if (packet.at < this.segmentStartMs - samplesToMs(1)) { + return "capture_clock_discontinuity"; + } + if (packet.at + durationMs > this.options.maxDurationSeconds * 1000) { + return "duration_limit"; + } + if (this.packets.length >= 100000) { + return "packet_limit"; + } + return undefined; + } + + record(packet: Packet): boolean { + const pcm = this.copy(packet.pcm); + return pcm ? this.append({ ...packet, pcm }) : false; + } + advance(watermark: number) { + if ( + this.closed || + this.reason || + !Number.isFinite(watermark) || + watermark <= this.segmentStartMs + ) { + return; + } + this.confirmedThroughMs = Math.max(this.confirmedThroughMs, watermark); + this.pump(); + } + // One job per recorder. Completion resumes eligible work without requiring + // another frame or blocking the application. Source limits bound the backlog. + private pump() { + if (this.job || !this.packets.length || (this.reason && !this.closed)) { + return; + } + const limit = this.closed + ? this.recordedEndMs + : Math.min(this.confirmedThroughMs, this.recordedEndMs); + const duration = this.options.segmentDurationSeconds * 1000; + if (this.earliestPacketMs >= this.segmentStartMs + duration) { + this.segmentStartMs += + Math.floor( + (Math.min(this.earliestPacketMs, limit) - this.segmentStartMs) / + duration, + ) * duration; + } + const cut = this.segmentStartMs + duration; + if (limit >= cut) { + this.rotate(cut); + } else if ( + this.closed || + this.retainedBytes >= + this.options.maxBufferBytes * this.options.flushFraction + ) { + this.rotate(limit); + } + } + private rotate(cut: number) { + if (!this.packets.length || cut <= this.segmentStartMs) { + return; + } + const { before, later } = this.splitPackets(cut); + if (!before.length) { + return; + } + const segment = new AudioSegment( + `call-${String(this.segments.length).padStart(4, "0")}`, + this.segmentStartMs, + cut, + before, + ); + this.packets = later; + this.earliestPacketMs = later.reduce((v, p) => Math.min(v, p.at), Infinity); + this.segmentStartMs = cut; + this.segments.push(segment); + try { + this.pending(segment); + } catch { + // Pending telemetry is best effort; upload publication sends the full recording descriptors. + } + this.job = this.exportSegment(segment).finally(() => { + this.job = undefined; + this.pump(); + }); + // Capture never awaits this task; drain()/finish() observe completion. + void this.job.catch(() => {}); + } + + private async exportSegment(segment: AudioSegment): Promise { + await this.exporter.export(segment, (pcm) => this.buffers.release(pcm)); + if (segment.state === "omitted") { + this.stop(segment.reason!); + } + // Trace publication cannot change the outcome of an audio export. + await this.publish(segment).catch(() => {}); + } + + /** Partition at a sample boundary; only a crossing packet requires copies. */ + private splitPackets(cutMs: number): { before: Packet[]; later: Packet[] } { + const before: Packet[] = [], + later: Packet[] = []; + for (const packet of this.packets) { + const count = Math.min( + packet.pcm.length, + Math.max( + 0, + Math.round(msToSamples(cutMs - packet.at, packet.rate)) * + packet.channels, + ), + ); + if (!count) { + later.push(packet); + } else if (count === packet.pcm.length) { + before.push({ ...packet, at: packet.at - this.segmentStartMs }); + } else { + // Splitting preserves the original reservation: the two new allocations + // have the same total source size and the old allocation is discarded. + const [head, tail] = this.buffers.split(packet.pcm, count); + before.push({ + ...packet, + pcm: head, + at: packet.at - this.segmentStartMs, + }); + later.push({ + ...packet, + pcm: tail, + at: packet.at + samplesToMs(count / packet.channels, packet.rate), + }); + } + } + return { before, later }; + } + + async drain() { + while (this.job) { + await this.job; + } + } + finish(): Promise { + if (!this.finishing) { + this.finishing = this.finishOnce(); + } + return this.finishing; + } + private async finishOnce() { + this.closed = true; + this.pump(); + await this.drain(); + // Unsubmitted copies (e.g. cancelled output) have no worker owner now. + this.buffers.close(); + this.packets = []; + } +} + +function validateOptions(options: Required): void { + const { + segmentDurationSeconds, + maxDurationSeconds, + maxBufferBytes, + flushFraction, + } = options; + const positiveLimits = [ + segmentDurationSeconds, + maxDurationSeconds, + maxBufferBytes, + ]; + if ( + !positiveLimits.every((value) => Number.isFinite(value) && value > 0) || + !Number.isInteger(maxBufferBytes) || + !(flushFraction > 0 && flushFraction < 1) + ) { + throw new Error("Invalid recording limits"); + } +} + +function isSupportedPacket(packet: Packet): boolean { + return ( + Number.isFinite(packet.at) && + packet.at >= 0 && + [0, 1].includes(packet.channel) && + [1, 2].includes(packet.channels) && + Number.isFinite(packet.rate) && + packet.rate >= 8000 && + packet.rate <= 96000 && + packet.pcm.length % packet.channels === 0 + ); +} diff --git a/integrations/audio/src/recording.test.ts b/integrations/audio/src/recording.test.ts new file mode 100644 index 000000000..fd04a8d01 --- /dev/null +++ b/integrations/audio/src/recording.test.ts @@ -0,0 +1,354 @@ +import { expect, test, vi } from "vitest"; +import { createRecording, type RecordingConfig, type Selection } from "./index"; + +test.each(["wav", "ogg"] as const)( + "public recording API exports %s only after upload succeeds", + async (audioFormat) => { + const log = vi.fn(); + const flush = vi.fn(async () => {}); + let complete!: () => void; + let started!: () => void; + const uploading = new Promise((resolve) => { + started = resolve; + }); + const uploaded = new Promise((resolve) => { + complete = resolve; + }); + const createAttachment = vi.fn( + (options: { + data: Uint8Array; + filename: string; + contentType: string; + }) => ({ + reference: { + key: "uploaded", + filename: options.filename, + content_type: options.contentType, + }, + upload: async () => { + started(); + await uploaded; + return { upload_status: "done" }; + }, + }), + ); + const recording = createRecording({ + audioFormat, + // Explicit undefined must behave like an omitted optional setting. + options: { + segmentDurationSeconds: undefined, + maxDurationSeconds: undefined, + maxBufferBytes: undefined, + flushFraction: undefined, + }, + span: { spanId: "call", log }, + flush, + createAttachment, + snapshot: () => ({ + origin: 1234, + basis: "test", + + source: (channel_index) => ({ channel_index }), + }), + turnSelections: () => [], + }); + recording.record({ + pcm: new Int16Array(480).fill(1000), + at: 0, + rate: 24000, + channels: 1, + channel: 0, + }); + const finishing = recording.finish(); + try { + await uploading; + recording.publishRecordings(); + expect( + log.mock.calls + .flatMap(([row]) => row.metadata?.["audio.recordings"] ?? []) + .every((r) => r.state === "pending"), + ).toBe(true); + expect(log.mock.calls.some(([row]) => row.input?.audio)).toBe(false); + const file = createAttachment.mock.calls[0][0]; + expect(Buffer.from(file.data.subarray(0, 4)).toString()).toBe( + audioFormat === "wav" ? "RIFF" : "OggS", + ); + expect(file.contentType).toBe(`audio/${audioFormat}`); + complete(); + await finishing; + expect( + log.mock.calls + .flatMap(([row]) => row.metadata?.["audio.recordings"] ?? []) + .at(-1), + ).toMatchObject({ state: "ready", mime_type: `audio/${audioFormat}` }); + expect(flush).toHaveBeenCalled(); + } finally { + complete(); + await finishing; + } + }, +); + +test.each(["pending", "attachment", "manifest", "selection", "flush"])( + "%s publication failure preserves uploaded audio and subsequent capture", + async (failure) => { + const rows: Parameters[0][] = []; + const audioKeys = (row: (typeof rows)[number]) => + row.input && typeof row.input === "object" && "audio" in row.input + ? Object.keys(row.input.audio as object) + : []; + let fail = true; + const rejectOnce = (stage: string) => { + if (stage === failure && fail) { + fail = false; + throw new Error("temporary trace failure"); + } + }; + const log = (row: (typeof rows)[number]) => { + if (audioKeys(row).length) { + rejectOnce("attachment"); + } + const manifest = row.metadata?.["audio.recordings"]; + if (Array.isArray(manifest)) { + const ready = manifest.some( + (s: { state: string }) => s.state === "ready", + ); + rejectOnce(ready ? "manifest" : "pending"); + } + if (row.metadata?.["audio.selections"]) { + rejectOnce("selection"); + } + rows.push(row); + }; + const turn = { log }; + const upload = vi.fn(async () => ({ upload_status: "done" })); + const recording = createRecording({ + audioFormat: "wav", + options: { segmentDurationSeconds: 0.02 }, + span: { spanId: "session", log }, + flush: async () => { + // A rejected flush need not have delivered the queued trace updates. + if (failure === "flush" && fail) { + rows.length = 0; + } + rejectOnce("flush"); + }, + createAttachment: ({ filename }) => ({ + reference: { key: filename }, + upload, + }), + snapshot: () => ({ + origin: 0, + basis: "test", + + source: (channel_index) => ({ channel_index }), + }), + turnSelections: () => [ + { + span: turn, + intervals: [ + { + recording_span_id: "session", + recording_id: "call", + channel_index: 0, + start_offset_ms: 0, + end_offset_ms: 40, + }, + ], + }, + ], + }); + try { + for (const at of [0, 20]) { + expect( + recording.record({ + pcm: new Int16Array(480), + at, + rate: 24000, + channels: 1, + channel: 0, + }), + ).toBe(true); + expect(() => recording.advance(at + 20)).not.toThrow(); + await recording.drain(); + expect(rows.flatMap(audioKeys)).toContain( + at === 0 ? "call-0000" : "call-0001", + ); + const selected = rows + .filter((r) => r.metadata?.["audio.selections"]) + .at(-1); + expect(selected?.metadata?.["audio.selections"]).toHaveLength( + at / 20 + 1, + ); + } + } finally { + await recording.finish(); + } + recording.publishRecordings(); + recording.publishSelections(); + expect(fail).toBe(false); + expect(upload).toHaveBeenCalledTimes(2); + const manifest = rows + .flatMap((r) => + Array.isArray(r.metadata?.["audio.recordings"]) + ? r.metadata["audio.recordings"] + : [], + ) + .slice(-2); + expect(manifest).toMatchObject([{ state: "ready" }, { state: "ready" }]); + expect(new Set(rows.flatMap(audioKeys))).toEqual( + new Set(["call-0000", "call-0001"]), + ); + expect(rows.at(-1)?.metadata?.["audio.selections"]).toMatchObject([ + { recording_id: "call-0000" }, + { recording_id: "call-0001" }, + ]); + }, +); + +test("staged audio is copied, can be discarded, and is bounded independently per recording", async () => { + const source = new Int16Array(12 * 1024 * 1024); + source[0] = 123; + const recordings = Array.from({ length: 3 }, () => + createRecording({ + options: { maxBufferBytes: source.byteLength }, + span: { spanId: "session", log: () => {} }, + flush: async () => {}, + createAttachment: () => { + throw new Error("Discarded audio must not upload"); + }, + snapshot: () => ({ + origin: 0, + basis: "test", + + source: () => ({}), + }), + turnSelections: () => [], + }), + ); + try { + // More than 64 MiB in aggregate must not trigger a hidden cross-session limit. + const staged = recordings.map((recording) => recording.copy(source)); + expect(staged.every((pcm) => pcm?.[0] === 123)).toBe(true); + source[0] = 456; + for (const [index, recording] of recordings.entries()) { + expect(staged[index]?.[0]).toBe(123); + recording.release(staged[index]!); + } + // Discarding returns capacity; exceeding this recording's own limit stops capture. + expect(recordings[0].copy(source)).toBeDefined(); + expect(recordings[0].copy(new Int16Array(1))).toBeUndefined(); + expect(recordings[0].reason).toBe("capture_byte_limit"); + expect(recordings[1].copy(new Int16Array(1))).toBeDefined(); + expect(recordings[1].reason).toBeUndefined(); + } finally { + await Promise.all(recordings.map((recording) => recording.finish())); + } +}); + +test("recording publication observes changed context and suppresses identical updates", async () => { + const log = vi.fn(); + const metadata = { source: "microphone" }; + const recording = createRecording({ + span: { spanId: "session", log }, + flush: async () => {}, + createAttachment: () => { + throw new Error("No audio captured"); + }, + snapshot: () => ({ + origin: 0, + basis: "test", + + source: () => ({}), + metadata, + }), + turnSelections: () => [], + }); + recording.publishRecordings(); + recording.publishRecordings(); + expect(log).toHaveBeenCalledTimes(1); + metadata.source = "replacement"; + recording.publishRecordings(); + expect(log).toHaveBeenCalledTimes(2); + expect(log.mock.calls.at(-1)?.[0].metadata.source).toBe("replacement"); + await recording.finish(); +}); + +test.each([undefined, "capture_byte_limit"])( + "finish publishes final state without audio (reason=%s) and is idempotent", + async (reason) => { + const log = vi.fn(); + const flush = vi.fn(async () => {}); + const recording = createRecording({ + span: { spanId: "session", log }, + flush, + createAttachment: () => { + throw new Error("No audio to upload"); + }, + snapshot: () => ({ origin: 0, basis: "test", source: () => ({}) }), + turnSelections: () => [], + }); + recording.publishRecordings(); + if (reason) { + recording.stop(reason); + } + await recording.finish(); + expect( + log.mock.calls.at(-1)?.[0].metadata["audio.recordings"], + ).toMatchObject([ + { state: "omitted", reason: reason ?? "no_audio_observed" }, + ]); + const count = log.mock.calls.length; + await recording.finish(); + expect(log).toHaveBeenCalledTimes(count); + expect(flush).toHaveBeenCalledTimes(1); + expect(recording.copy(new Int16Array(1))).toBeUndefined(); + }, +); + +test("finish publishes late turn selections without uploading the segment again", async () => { + const log = vi.fn(); + const turn = { log: vi.fn() }; + const upload = vi.fn(async () => ({ upload_status: "done" })); + const intervals: Selection[] = []; + const recording = createRecording({ + audioFormat: "wav", + options: { segmentDurationSeconds: 0.02 }, + span: { spanId: "session", log }, + flush: async () => {}, + createAttachment: () => ({ reference: { key: "audio" }, upload }), + snapshot: () => ({ + origin: 0, + basis: "test", + source: (channel_index) => ({ channel_index }), + }), + turnSelections: () => [{ span: turn, intervals }], + }); + recording.record({ + pcm: new Int16Array(480), + at: 0, + rate: 24000, + channels: 1, + channel: 0, + }); + recording.advance(20); + await recording.drain(); + intervals.push({ + recording_span_id: "session", + recording_id: "call", + channel_index: 0, + start_offset_ms: 0, + end_offset_ms: 20, + }); + await recording.finish(); + expect(turn.log.mock.calls.at(-1)?.[0].metadata["audio.selections"]).toEqual([ + { + recording_span_id: "session", + recording_id: "call-0000", + channel_index: 0, + start_offset_ms: 0, + end_offset_ms: 20, + }, + ]); + expect(upload).toHaveBeenCalledTimes(1); +}); diff --git a/integrations/audio/src/recording.ts b/integrations/audio/src/recording.ts new file mode 100644 index 000000000..5862eeabf --- /dev/null +++ b/integrations/audio/src/recording.ts @@ -0,0 +1,112 @@ +import { Recorder, type RecordingOptions } from "./recorder"; +import { + TracePublisher, + type RecordingSpan, + type RecordingContext, + type TurnSelection, +} from "./publisher"; +import { SegmentExporter, type CreateAttachment } from "./exporter"; +import { createEncoder } from "./worker"; +import { oggOpus } from "./codec"; +import type { Packet } from "./segment"; + +export interface RecordingConfig { + options?: RecordingOptions; + audioFormat?: "ogg" | "wav"; + encoder?: { module: string }; + span: RecordingSpan; + flush: () => Promise; + snapshot: () => Omit; + /** Latest turn spans and call-relative audio intervals; used to publish audio.selections. */ + turnSelections: () => Iterable; + createAttachment: CreateAttachment; +} +/** One recording session. Pipeline components remain private to the package. */ +class Recording { + private readonly recorder: Recorder; + private readonly publisher: TracePublisher; + private closed = false; + private finishing?: Promise; + + constructor(config: RecordingConfig) { + this.recorder = new Recorder( + config.options ?? {}, + new SegmentExporter( + createEncoder( + config.encoder ?? + (config.audioFormat === "wav" ? undefined : oggOpus()), + ), + config.createAttachment, + ), + (segment) => this.publisher.publish(segment), + () => this.publisher.publishRecordings(), + ); + this.publisher = new TracePublisher( + config.span, + config.flush, + () => ({ + ...config.snapshot(), + closed: this.closed, + segments: this.recorder.segments, + reason: this.recorder.reason, + }), + config.turnSelections, + ); + } + + get reason() { + return this.recorder.reason; + } + get formats(): ReadonlyMap< + number, + ReadonlyMap + > { + return this.recorder.formats; + } + /** Copy a timestamped PCM frame into the recording. */ + record(packet: Packet): boolean { + return this.recorder.record(packet); + } + /** Confirm that no more frames will arrive before this recording offset. */ + advance(confirmedThroughMs: number): void { + this.recorder.advance(confirmedThroughMs); + } + stop(reason: string): void { + this.recorder.stop(reason); + } + drain(): Promise { + return this.recorder.drain(); + } + /** Finish the final segment and wait for encoding, uploads, and trace publication. */ + finish(): Promise { + if (!this.finishing) { + this.closed = true; + this.finishing = this.recorder + .finish() + .then(() => this.publisher.publish()); + } + return this.finishing; + } + + // Staged playback: copy now, then append only the audio actually played, or release it. + copy(pcm: Int16Array): Int16Array | undefined { + return this.recorder.copy(pcm); + } + append(packet: Packet): boolean { + return this.recorder.append(packet); + } + release(pcm: Int16Array): void { + this.recorder.release(pcm); + } + publishRecordings(): void { + this.publisher.publishRecordings(); + } + publishSelections(): void { + this.publisher.publishSelections(); + } +} + +/** Create a framework-independent recording session. */ +export function createRecording(config: RecordingConfig) { + return new Recording(config); +} diff --git a/integrations/audio/src/segment.test.ts b/integrations/audio/src/segment.test.ts new file mode 100644 index 000000000..44106c311 --- /dev/null +++ b/integrations/audio/src/segment.test.ts @@ -0,0 +1,55 @@ +import { expect, test } from "vitest"; +import { AudioSegment } from "./segment"; + +const encoded = { + durationMs: 20, + sampleRate: 24000, + mimeType: "audio/wav", +}; +function segment() { + return new AudioSegment("call-0000", 40, 60, [ + { pcm: new Int16Array(480), at: 0, rate: 24000, channels: 1, channel: 0 }, + ]); +} +test("segment becomes ready only after encoding and upload, retaining its descriptor", () => { + const s = segment(); + expect(() => s.dispatch({ type: "ready", reference: "uploaded" })).toThrow(); + const packets = s.dispatch({ type: "encode" }); + expect(packets[0].pcm).toHaveLength(480); + expect(() => s.dispatch({ type: "encode" })).toThrow(); + s.dispatch({ type: "encoded", format: encoded }); + expect(s.state).toBe("pending"); + s.dispatch({ type: "ready", reference: "uploaded" }); + expect(s).toMatchObject({ + id: "call-0000", + start: 40, + end: 60, + state: "ready", + channels: [0], + ...encoded, + attachmentReference: "uploaded", + }); + expect(() => s.dispatch({ type: "encoded", format: encoded })).toThrow(); + expect(() => + s.dispatch({ type: "omitted", reason: "late_failure" }), + ).toThrow(); + expect(s.state).toBe("ready"); +}); +test.each(["queued", "encoding", "uploading"])( + "omission during %s is terminal and preserves its original reason", + (phase) => { + const s = segment(); + if (phase !== "queued") { + s.dispatch({ type: "encode" }); + } + if (phase === "uploading") { + s.dispatch({ type: "encoded", format: encoded }); + } + s.dispatch({ type: "omitted", reason: "failed" }); + expect(s).toMatchObject({ state: "omitted", reason: "failed" }); + expect(() => s.dispatch({ type: "ready", reference: "late" })).toThrow(); + expect(() => s.dispatch({ type: "encoded", format: encoded })).toThrow(); + expect(() => s.dispatch({ type: "omitted", reason: "other" })).toThrow(); + expect(s.reason).toBe("failed"); + }, +); diff --git a/integrations/audio/src/segment.ts b/integrations/audio/src/segment.ts new file mode 100644 index 000000000..d0a980463 --- /dev/null +++ b/integrations/audio/src/segment.ts @@ -0,0 +1,118 @@ +export type Packet = { + pcm: Int16Array; + rate: number; + channels: number; + channel: number; + at: number; +}; +export type EncodedAudio = { + bytes: Uint8Array; + durationMs: number; + mimeType: string; + sampleRate: number; +}; +export type Segment = Readonly<{ + id: string; + start: number; + end: number; + state: "pending" | "ready" | "omitted"; + reason?: string; + mimeType?: string; + sampleRate?: number; + durationMs?: number; + channels: readonly number[]; +}>; + +type AudioFormat = Omit; +type SegmentEvent = + | { type: "encode" } + | { type: "encoded"; format: AudioFormat } + | { type: "ready"; reference: unknown } + | { type: "omitted"; reason: string }; +type SegmentState = + | { phase: "queued"; packets: Packet[] } + | { phase: "encoding" } + | { phase: "uploading"; format: AudioFormat } + | { phase: "ready"; format: AudioFormat; reference: unknown } + | { phase: "omitted"; reason: string }; + +/** Owns segment transitions and its descriptor; the exporter owns encoded bytes. */ +export class AudioSegment implements Segment { + private current: SegmentState; + readonly channels: readonly number[]; + + constructor( + readonly id: string, + readonly start: number, + readonly end: number, + packets: Packet[], + ) { + this.current = { phase: "queued", packets }; + this.channels = [...new Set(packets.map((packet) => packet.channel))]; + } + + get state(): Segment["state"] { + const { phase } = this.current; + return phase === "ready" || phase === "omitted" ? phase : "pending"; + } + get reason() { + return this.current.phase === "omitted" ? this.current.reason : undefined; + } + private get format() { + return "format" in this.current ? this.current.format : undefined; + } + get mimeType() { + return this.format?.mimeType; + } + get sampleRate() { + return this.format?.sampleRate; + } + get durationMs() { + return this.format?.durationMs; + } + get attachmentReference() { + return this.current.phase === "ready" ? this.current.reference : undefined; + } + + dispatch(event: { type: "encode" }): Packet[]; + dispatch(event: Exclude): void; + dispatch(event: SegmentEvent): Packet[] | void { + const state = this.current; + switch (event.type) { + case "encode": + if (state.phase === "queued") { + this.current = { phase: "encoding" }; + return state.packets; + } + break; + case "encoded": + if (state.phase === "encoding") { + const { durationMs, mimeType, sampleRate } = event.format; + this.current = { + phase: "uploading", + format: { durationMs, mimeType, sampleRate }, + }; + return; + } + break; + case "ready": + if (state.phase === "uploading") { + this.current = { + phase: "ready", + format: state.format, + reference: event.reference, + }; + return; + } + break; + case "omitted": + if (state.phase !== "ready" && state.phase !== "omitted") { + this.current = { phase: "omitted", reason: event.reason }; + return; + } + } + throw new Error( + `Invalid audio segment transition: ${state.phase} -> ${event.type}`, + ); + } +} diff --git a/integrations/audio/src/selections.test.ts b/integrations/audio/src/selections.test.ts new file mode 100644 index 000000000..f4d8beb4f --- /dev/null +++ b/integrations/audio/src/selections.test.ts @@ -0,0 +1,68 @@ +import { expect, test } from "vitest"; +import { + mergeSelections, + segmentSelections, + type Selection, +} from "./selections"; +const range = (start: number, end: number): Selection => ({ + recording_span_id: "root", + recording_id: "call", + channel_index: 1, + start_offset_ms: start, + end_offset_ms: end, +}); +test("compaction preserves recording identities, channels and real discontinuities", () => { + const result = mergeSelections([ + range(20, 40), + range(0, 20), + range(50, 60), + { ...range(40, 50), recording_id: "other" }, + { ...range(40, 50), recording_span_id: "another-root" }, + { ...range(40, 50), channel_index: 0 }, + ]); + expect(result).toHaveLength(5); + expect(result).toContainEqual(range(0, 40)); + expect(result).toContainEqual(range(50, 60)); +}); +test("thirty minutes of contiguous frames scale with files, not frames", () => { + const minutes = 30; + const ranges = Array.from({ length: minutes * 60 * 50 }, (_, i) => + range(i * 20, (i + 1) * 20), + ); + const merged = mergeSelections(ranges); + expect(merged).toEqual([range(0, minutes * 60000)]); + const segments = Array.from({ length: minutes }, (_, i) => ({ + id: `call-${i}`, + start: i * 60000, + end: (i + 1) * 60000, + state: "ready" as const, + channels: [1], + })); + expect(segmentSelections(merged, segments)).toHaveLength(minutes); +}); + +test("pending and failed segments never produce selections; a crossing turn uses local file coordinates", () => { + const selections = segmentSelections( + [ + { + recording_span_id: "root", + recording_id: "call", + channel_index: 0, + start_offset_ms: 29000, + end_offset_ms: 32000, + }, + ], + [ + { id: "first", start: 0, end: 30000, state: "ready", channels: [0] }, + { id: "second", start: 30000, end: 60000, state: "ready", channels: [0] }, + { id: "pending", start: 0, end: 60000, state: "pending", channels: [0] }, + { id: "failed", start: 0, end: 60000, state: "omitted", channels: [0] }, + ], + ); + expect( + selections.map((s) => [s.recording_id, s.start_offset_ms, s.end_offset_ms]), + ).toEqual([ + ["first", 29000, 30000], + ["second", 0, 2000], + ]); +}); diff --git a/integrations/audio/src/selections.ts b/integrations/audio/src/selections.ts new file mode 100644 index 000000000..538be0fb7 --- /dev/null +++ b/integrations/audio/src/selections.ts @@ -0,0 +1,64 @@ +import { msToSamples, samplesToMs } from "./timeline"; +import type { Segment } from "./segment"; +export type Selection = { + recording_span_id: string; + recording_id: string; + start_offset_ms: number; + end_offset_ms: number; + channel_index: number; +}; +export function segmentSelections( + intervals: Selection[], + segments: readonly Segment[], +): Selection[] { + return segments + .filter((s) => s.state === "ready") + .flatMap((segment) => + intervals + .map((s) => ({ + ...s, + recording_id: segment.id, + start_offset_ms: Math.max( + 0, + samplesToMs( + Math.round(msToSamples(s.start_offset_ms - segment.start)), + ), + ), + end_offset_ms: Math.min( + segment.end - segment.start, + samplesToMs( + Math.round(msToSamples(s.end_offset_ms - segment.start)), + ), + ), + })) + .filter((s) => s.end_offset_ms > s.start_offset_ms), + ); +} + +export function mergeSelections(ranges: Selection[]): Selection[] { + const out: Selection[] = []; + for (const r of [...ranges].sort( + (a, b) => + a.recording_span_id.localeCompare(b.recording_span_id) || + a.recording_id.localeCompare(b.recording_id) || + a.channel_index - b.channel_index || + a.start_offset_ms - b.start_offset_ms, + )) { + const previous = out.at(-1); + if ( + previous && + previous.recording_span_id === r.recording_span_id && + previous.recording_id === r.recording_id && + previous.channel_index === r.channel_index && + previous.end_offset_ms >= r.start_offset_ms - samplesToMs(1) + ) { + previous.end_offset_ms = Math.max( + previous.end_offset_ms, + r.end_offset_ms, + ); + } else { + out.push({ ...r }); + } + } + return out; +} diff --git a/integrations/audio/src/timeline.ts b/integrations/audio/src/timeline.ts new file mode 100644 index 000000000..cc1937b93 --- /dev/null +++ b/integrations/audio/src/timeline.ts @@ -0,0 +1,23 @@ +/** Shared call-selection clock; source and encoded audio may use other rates. */ +export const CALL_SAMPLE_RATE = 24000; + +/** Fractional sample frames. Round only where an integer sample boundary is needed. */ +export function msToSamples( + milliseconds: number, + sampleRate = CALL_SAMPLE_RATE, +) { + return milliseconds * (sampleRate / 1000); +} + +export function samplesToMs(samples: number, sampleRate = CALL_SAMPLE_RATE) { + return samples / (sampleRate / 1000); +} + +/** Duration of interleaved signed 16-bit PCM. */ +export function pcmBytesToMs( + bytes: number, + sampleRate: number, + channels: number, +) { + return samplesToMs(bytes / 2 / channels, sampleRate); +} diff --git a/integrations/audio/src/worker.test.ts b/integrations/audio/src/worker.test.ts new file mode 100644 index 000000000..73fcb4e7e --- /dev/null +++ b/integrations/audio/src/worker.test.ts @@ -0,0 +1,53 @@ +import { expect, test } from "vitest"; +import { createEncoder } from "./worker"; +test("worker admission permits one running and one queued job, without blocking a caller", async () => { + const encoder = createEncoder(); + const packet = () => [ + { + pcm: new Int16Array(24000).fill(1234), + rate: 24000, + channels: 1, + channel: 0, + at: 0, + }, + ]; + const results = await Promise.allSettled([ + encoder(packet(), 1000), + encoder(packet(), 1000), + encoder(packet(), 1000), + ]); + expect(results.map((r) => r.status)).toEqual([ + "fulfilled", + "fulfilled", + "rejected", + ]); + const first = results[0]; + if (first.status === "fulfilled") { + expect(first.value.bytes.length).toBe(96044); + } + expect(results[2]).toMatchObject({ + reason: { message: "recording_worker_capacity" }, + }); +}); + +test("a failed codec releases admission for subsequent recordings", async () => { + await expect( + createEncoder({ module: "file:///missing-braintrust-test-codec.mjs" })( + [], + 20, + ), + ).rejects.toThrow(); + const result = await createEncoder()([], 20); + expect(result.mimeType).toBe("audio/wav"); + expect(result.bytes.length).toBe(1964); +}); + +test("successive segments reuse the codec runtime but keep independent output buffers", async () => { + const encoder = createEncoder({ + module: new URL("./fixtures/counting-codec.mjs", import.meta.url).href, + }); + const first = await encoder([], 20); + const second = await encoder([], 20); + expect([...first.bytes]).toEqual([1]); + expect([...second.bytes]).toEqual([2]); +}); diff --git a/integrations/audio/src/worker.ts b/integrations/audio/src/worker.ts new file mode 100644 index 000000000..37b7e799c --- /dev/null +++ b/integrations/audio/src/worker.ts @@ -0,0 +1,125 @@ +import { Worker } from "node:worker_threads"; +import { createRequire } from "node:module"; +import { dirname, join } from "node:path"; +import type { Encoder } from "./exporter"; +import type { EncodedAudio } from "./segment"; +const key = Symbol.for("braintrust.audio.workers.v1"); +type Pool = { + running: boolean; + queue: (() => void)[]; + worker?: Worker; + idle?: ReturnType; +}; +const pool: Pool = Reflect.get(globalThis, key) ?? { + running: false, + queue: [], +}; +Reflect.set(globalThis, key, pool); +async function acquire() { + if (pool.running) { + if (pool.queue.length >= 1) { + throw new Error("recording_worker_capacity"); + } + await new Promise((resolve) => pool.queue.push(resolve)); + } else { + pool.running = true; + } + clearTimeout(pool.idle); + pool.idle = undefined; +} +function release() { + const next = pool.queue.shift(); + if (next) { + next(); + } else { + pool.running = false; + const worker = pool.worker; + if (!worker) { + return; + } + // Reuse nearby work, but do not pin a codec isolate indefinitely after a call. + worker.unref(); + pool.idle = setTimeout(() => { + pool.idle = undefined; + if (pool.worker === worker && !pool.running) { + pool.worker = undefined; + void worker.terminate().catch(() => {}); + } + }, 10000); + pool.idle.unref(); + } +} +function getWorker() { + if (!pool.worker) { + const worker = new Worker( + join( + dirname( + createRequire(__filename).resolve("@braintrust/audio/package.json"), + ), + "dist/audio-worker.mjs", + ), + // Keep short-lived conversion objects from growing a large nursery in + // the codec isolate. This does not constrain the application's JS heap. + { + env: {}, + execArgv: [], + resourceLimits: { maxYoungGenerationSizeMb: 2 }, + }, + ); + pool.worker = worker; + const clear = () => { + if (pool.worker === worker) { + pool.worker = undefined; + } + }; + // Idle worker failures must neither become unhandled errors nor poison reuse. + worker.on("error", clear); + worker.on("exit", clear); + } + pool.worker.ref(); + return pool.worker; +} +export function createEncoder(codec?: { module: string }): Encoder { + return async (packets, durationMs) => { + await acquire(); + let worker: Worker | undefined; + let timer: ReturnType | undefined; + let cleanup = () => {}; + try { + worker = getWorker(); + return await new Promise((resolve, reject) => { + const message = (result: EncodedAudio & { reason?: string }) => + result.reason ? reject(new Error(result.reason)) : resolve(result); + const error = () => reject(new Error("encoding_failed")); + const exit = () => reject(new Error("encoder_exit")); + worker!.once("message", message); + worker!.once("error", error); + worker!.once("exit", exit); + cleanup = () => { + worker!.off("message", message); + worker!.off("error", error); + worker!.off("exit", exit); + }; + timer = setTimeout(() => reject(new Error("encoder_deadline")), 10000); + const buffers = [...new Set(packets.map((p) => p.pcm.buffer))].filter( + (b): b is ArrayBuffer => b instanceof ArrayBuffer, + ); + worker!.postMessage( + { packets, durationMs, encoderModule: codec?.module }, + buffers, + ); + }); + } catch (error) { + if (pool.worker === worker) { + pool.worker = undefined; + } + // Never reuse a failed/timed-out codec job; keep admission until it stops. + await worker?.terminate().catch(() => {}); + throw error; + } finally { + clearTimeout(timer); + cleanup(); + release(); + } + }; +} diff --git a/integrations/audio/tsconfig.json b/integrations/audio/tsconfig.json new file mode 100644 index 000000000..ec45517e8 --- /dev/null +++ b/integrations/audio/tsconfig.json @@ -0,0 +1,15 @@ +{ + "compilerOptions": { + "declaration": true, + "lib": ["es2022"], + "module": "es2022", + "target": "es2022", + "moduleResolution": "node", + "strict": true, + "noUnusedLocals": true, + "esModuleInterop": true, + "skipLibCheck": true + }, + "include": ["."], + "exclude": ["node_modules/**", "**/dist/**"] +} diff --git a/integrations/audio/tsup.config.ts b/integrations/audio/tsup.config.ts new file mode 100644 index 000000000..1b6f41e9c --- /dev/null +++ b/integrations/audio/tsup.config.ts @@ -0,0 +1,13 @@ +import { defineConfig } from "tsup"; +export default defineConfig({ + entry: { + index: "src/index.ts", + encoder: "src/encoder.ts", + "audio-worker": "src/audio-worker.ts", + }, + format: ["cjs", "esm"], + dts: true, + shims: true, + clean: true, + external: ["@audio/encode-opus"], +}); diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 042bae613..adf5e522b 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -127,6 +127,28 @@ importers: specifier: 4.3.6 version: 4.3.6 + integrations/audio: + dependencies: + '@audio/encode-opus': + specifier: 1.3.1 + version: 1.3.1 + devDependencies: + '@types/node': + specifier: ^20.10.5 + version: 20.19.40 + ogg-opus-decoder: + specifier: ^1.7.3 + version: 1.7.5 + tsup: + specifier: ^8.5.1 + version: 8.5.1(@swc/core@1.15.8)(jiti@2.6.1)(postcss@8.5.26)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.9.0) + typescript: + specifier: ^5.3.3 + version: 5.9.3 + vitest: + specifier: 4.1.11 + version: 4.1.11(@opentelemetry/api@1.9.0)(@types/node@20.19.40)(msw@2.13.6(@types/node@20.19.40)(typescript@5.9.3))(vite@8.1.5(@types/node@20.19.40)(esbuild@0.28.1)(jiti@2.6.1)(terser@5.44.1)(tsx@4.21.0)(yaml@2.9.0)) + integrations/browser-js: dependencies: als-browser: @@ -627,6 +649,10 @@ packages: zod: optional: true + '@audio/encode-opus@1.3.1': + resolution: {integrity: sha512-FFNQgim/doIajnOyDidaIx541HI51VoMKWQk0NXFf2XP4bLgduR7kSmwoPXzF5TPCt7axC+Wu6IuTOGyuVWQPg==} + engines: {node: '>=18'} + '@babel/runtime@7.28.4': resolution: {integrity: sha512-Q/N6JNWvIvPnLDvjlE1OUBLPQHH6l3CltCEsHIujp45zQUSSh8K+gHnaEX45yAT1nyngnINhvWtzN+Nb9D8RAQ==} engines: {node: '>=6.9.0'} @@ -1036,6 +1062,9 @@ packages: cpu: [x64] os: [win32] + '@eshaz/web-worker@1.2.2': + resolution: {integrity: sha512-WxXiHFmD9u/owrzempiDlBB1ZYqiLnm9s6aPc8AlFQalq2tKmqdmMr9GXOupDgzXtqnBipj8Un0gkIm7Sjf8mw==} + '@eslint-community/eslint-utils@4.9.1': resolution: {integrity: sha512-phrYmNiYppR7znFEdqgfWHXR6NCkZEK7hwWDHZUjit/2/U0r6XvkDl0SYnoM51Hq7FhCGdLDT6zxCCOY1hexsQ==} engines: {node: ^12.22.0 || ^14.17.0 || >=16.0.0} @@ -2149,6 +2178,12 @@ packages: '@vitest/utils@4.1.11': resolution: {integrity: sha512-zTCVGpyFsGWBhllOyKlTw/vnr6D9qxsfSDyfbyZmTyjHw5N/VuvzHpHoQjm2ZJzn4RJgx5w4r7V0er69CmLgPQ==} + '@wasm-audio-decoders/common@9.0.7': + resolution: {integrity: sha512-WRaUuWSKV7pkttBygml/a6dIEpatq2nnZGFIoPTc5yPLkxL6Wk4YaslPM98OPQvWacvNZ+Py9xROGDtrFBDzag==} + + '@wasm-audio-decoders/opus-ml@0.0.3': + resolution: {integrity: sha512-SEeTmk0eb3q5etJA/NHCRWW6BivTx9tqvNTmG0kg2ynuATEQRUZnwQE6Ibvl1BBvqIGHqI57+qyJMWmJBwb5XQ==} + '@webassemblyjs/ast@1.14.1': resolution: {integrity: sha512-nuBEDgQfm1ccRp/8bCQrx1frohyufl4JlbMMZ4P1wpeOfDhF6FQkxZJ1b/e+PLwr6X1Nhw6OLme5usuBWYBvuQ==} @@ -2461,6 +2496,9 @@ packages: resolution: {integrity: sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==} engines: {node: '>=12'} + codec-parser@2.5.0: + resolution: {integrity: sha512-Ru9t80fV8B0ZiixQl8xhMTLru+dzuis/KQld32/x5T/+3LwZb0/YvQdSKytX9JqCnRdiupvAvyYJINKrXieziQ==} + color-convert@2.0.1: resolution: {integrity: sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==} engines: {node: '>=7.0.0'} @@ -3516,6 +3554,9 @@ packages: resolution: {integrity: sha512-XrsrhT5sybtKI6wakr2SPOlGZWWYbUXZ7a0jT8/QOeAPau+1X/bSegNe5YR75oJmEZQbKningirmGOEJCIk61Q==} engines: {node: '>=12.20.0'} + ogg-opus-decoder@1.7.5: + resolution: {integrity: sha512-08WfRbuBBew1H63PqQ3zj2B/J0Eh9ISfNOTi+Dk6vuXmkBGSx8BiPJGOJ470EYeKezTa7/GhOAwHe3XlXwOZMw==} + on-finished@2.4.1: resolution: {integrity: sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==} engines: {node: '>= 0.8'} @@ -3567,6 +3608,9 @@ packages: resolution: {integrity: sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g==} engines: {node: '>= 0.8.0'} + opus-decoder@0.7.12: + resolution: {integrity: sha512-6zpHFDi/MhYvMwyYiuJPqJ2lcRkfm7wHblSvT3lUtx/kLvHkunoe/rhTn1dLKxqVGLeQj3gQi7CnR0N2p3RuOg==} + outdent@0.5.0: resolution: {integrity: sha512-/jHxFIzoMXdqPzTaCpFzAAWhpkSjZPF4Vsn6jAfNpmbH/ymsmd7Qc6VE9BGn0L6YMj6uwpQLxCECpus4ukKS9Q==} @@ -3915,6 +3959,9 @@ packages: resolution: {integrity: sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw==} engines: {node: '>=14'} + simple-yenc@1.0.4: + resolution: {integrity: sha512-5gvxpSd79e9a3V4QDYUqnqxeD4HGlhCakVpb6gMnDD7lexJggSBJRBO5h52y/iJrdXRilX9UCuDaIJhSWm5OWw==} + sisteransi@1.0.5: resolution: {integrity: sha512-bLGGlR1QxBcynn2d5YmDX4MGjlZvy2MRBDRNHLJ8VI6l6+9FUiyTFNJ0IveOSP0bcXgVDPRcfGqA0pjaqUpfVg==} @@ -4572,6 +4619,8 @@ snapshots: optionalDependencies: zod: 3.25.76 + '@audio/encode-opus@1.3.1': {} + '@babel/runtime@7.28.4': {} '@braintrust/bt-darwin-arm64@0.12.0': @@ -4972,6 +5021,8 @@ snapshots: '@esbuild/win32-x64@0.28.1': optional: true + '@eshaz/web-worker@1.2.2': {} + '@eslint-community/eslint-utils@4.9.1(eslint@9.39.4(jiti@2.6.1))': dependencies: eslint: 9.39.4(jiti@2.6.1) @@ -6147,6 +6198,15 @@ snapshots: convert-source-map: 2.0.0 tinyrainbow: 3.1.1 + '@wasm-audio-decoders/common@9.0.7': + dependencies: + '@eshaz/web-worker': 1.2.2 + simple-yenc: 1.0.4 + + '@wasm-audio-decoders/opus-ml@0.0.3': + dependencies: + '@wasm-audio-decoders/common': 9.0.7 + '@webassemblyjs/ast@1.14.1': dependencies: '@webassemblyjs/helper-numbers': 1.13.2 @@ -6460,6 +6520,8 @@ snapshots: strip-ansi: 6.0.1 wrap-ansi: 7.0.0 + codec-parser@2.5.0: {} + color-convert@2.0.1: dependencies: color-name: 1.1.4 @@ -7566,6 +7628,13 @@ snapshots: obug@2.2.1: {} + ogg-opus-decoder@1.7.5: + dependencies: + '@wasm-audio-decoders/common': 9.0.7 + '@wasm-audio-decoders/opus-ml': 0.0.3 + codec-parser: 2.5.0 + opus-decoder: 0.7.12 + on-finished@2.4.1: dependencies: ee-first: 1.1.1 @@ -7603,6 +7672,10 @@ snapshots: type-check: 0.4.0 word-wrap: 1.2.5 + opus-decoder@0.7.12: + dependencies: + '@wasm-audio-decoders/common': 9.0.7 + outdent@0.5.0: {} outvariant@1.4.3: {} @@ -7996,6 +8069,8 @@ snapshots: signal-exit@4.1.0: {} + simple-yenc@1.0.4: {} + sisteransi@1.0.5: {} slash@3.0.0: {} From b80d2f3891c088a3b748b9aa13886da15e61756f Mon Sep 17 00:00:00 2001 From: David Elner Date: Thu, 8 Oct 2026 17:02:10 -0400 Subject: [PATCH 2/3] Added: Improved LiveKit recordings and traces --- .changeset/solid-donuts-drop.md | 9 + e2e/config/pr-comment-scenarios.json | 15 + e2e/package.json | 3 +- ...e04ee0db55759c4f0ca7ca181a8444f29d5847.bin | Bin 0 -> 206400 bytes .../livekit-v1-latest-order.cassette.json | 1721 ++++++++++++++ .../livekit-v1-latest-realtime.websocket.json | 1748 ++++++++++++++ ...6d3bb6d6907c13d4ce6f1b01f1c6fe66722194.bin | Bin 0 -> 122400 bytes .../livekit-v1-order.cassette.json | 1718 ++++++++++++++ .../livekit-v1-realtime.websocket.json | 1770 ++++++++++++++ .../livekit-v1-audio.span-tree.json | 365 +++ .../livekit-v1-audio.span-tree.txt | 302 +++ .../livekit-v1-disabled.span-tree.json | 286 +++ .../livekit-v1-disabled.span-tree.txt | 223 ++ .../livekit-v1-interrupted.span-tree.json | 651 ++++++ .../livekit-v1-interrupted.span-tree.txt | 562 +++++ .../livekit-v1-latest-audio.span-tree.json | 365 +++ .../livekit-v1-latest-audio.span-tree.txt | 302 +++ .../livekit-v1-latest-disabled.span-tree.json | 286 +++ .../livekit-v1-latest-disabled.span-tree.txt | 223 ++ ...vekit-v1-latest-interrupted.span-tree.json | 651 ++++++ ...ivekit-v1-latest-interrupted.span-tree.txt | 562 +++++ .../livekit-v1-latest-order.span-tree.json | 651 ++++++ .../livekit-v1-latest-order.span-tree.txt | 562 +++++ .../livekit-v1-latest-realtime.span-tree.json | 630 +++++ .../livekit-v1-latest-realtime.span-tree.txt | 551 +++++ .../livekit-v1-latest-segments.span-tree.json | 1569 +++++++++++++ .../livekit-v1-latest-segments.span-tree.txt | 1480 ++++++++++++ .../livekit-v1-order.span-tree.json | 651 ++++++ .../livekit-v1-order.span-tree.txt | 562 +++++ .../livekit-v1-realtime.span-tree.json | 630 +++++ .../livekit-v1-realtime.span-tree.txt | 551 +++++ .../livekit-v1-segments.span-tree.json | 1173 ++++++++++ .../livekit-v1-segments.span-tree.txt | 1084 +++++++++ .../livekit-instrumentation/automatic.mjs | 146 ++ .../fixtures/README.md | 3 + .../fixtures/order-24khz.pcm | Bin 0 -> 172800 bytes .../livekit-instrumentation/package.json | 23 + .../livekit-instrumentation/pnpm-lock.yaml | 2024 +++++++++++++++++ .../livekit-instrumentation/scenario.mjs | 258 +++ .../livekit-instrumentation/scenario.test.ts | 611 +++++ .../websocket-cassette.mjs | 125 + .../livekit-instrumentation/worker.mjs | 14 + js/package.json | 5 + js/src/auto-instrumentations/configs/all.ts | 5 + .../auto-instrumentations/configs/livekit.ts | 88 + js/src/instrumentation/braintrust-plugin.ts | 23 + js/src/instrumentation/config.ts | 5 + js/src/instrumentation/livekit/audio.ts | 80 + .../instrumentation/livekit/capture-state.ts | 70 + .../instrumentation/livekit/capture.test.ts | 370 +++ js/src/instrumentation/livekit/capture.ts | 83 + .../livekit/node/audio-options.test.ts | 73 + .../livekit/node/audio-options.ts | 44 + js/src/instrumentation/livekit/node/auto.ts | 105 + js/src/instrumentation/livekit/options.ts | 10 + js/src/instrumentation/livekit/playback.ts | 274 +++ .../instrumentation/livekit/processor.test.ts | 496 ++++ js/src/instrumentation/livekit/processor.ts | 700 ++++++ .../instrumentation/livekit/realtime.test.ts | 251 ++ js/src/instrumentation/livekit/realtime.ts | 322 +++ js/src/instrumentation/livekit/runtime.ts | 142 ++ js/src/instrumentation/livekit/schema.ts | 169 ++ js/src/instrumentation/livekit/types.ts | 41 + js/src/instrumentation/livekit/wrap.ts | 92 + .../plugins/livekit-channels.ts | 61 + .../instrumentation/plugins/livekit-plugin.ts | 115 + js/src/instrumentation/registry.ts | 20 +- js/src/node/config.ts | 4 + js/src/span-origin.ts | 1 + js/tsup.config.ts | 29 +- pnpm-lock.yaml | 3 + 71 files changed, 28733 insertions(+), 8 deletions(-) create mode 100644 .changeset/solid-donuts-drop.md create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-order.cassette.blobs/de150e425fc4cbc47fcd174020e04ee0db55759c4f0ca7ca181a8444f29d5847.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-order.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-realtime.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-order.cassette.blobs/932a6111abe4cbfa2e175f9ba46d3bb6d6907c13d4ce6f1b01f1c6fe66722194.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-order.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-realtime.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/automatic.mjs create mode 100644 e2e/scenarios/livekit-instrumentation/fixtures/README.md create mode 100644 e2e/scenarios/livekit-instrumentation/fixtures/order-24khz.pcm create mode 100644 e2e/scenarios/livekit-instrumentation/package.json create mode 100644 e2e/scenarios/livekit-instrumentation/pnpm-lock.yaml create mode 100644 e2e/scenarios/livekit-instrumentation/scenario.mjs create mode 100644 e2e/scenarios/livekit-instrumentation/scenario.test.ts create mode 100644 e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs create mode 100644 e2e/scenarios/livekit-instrumentation/worker.mjs create mode 100644 js/src/auto-instrumentations/configs/livekit.ts create mode 100644 js/src/instrumentation/livekit/audio.ts create mode 100644 js/src/instrumentation/livekit/capture-state.ts create mode 100644 js/src/instrumentation/livekit/capture.test.ts create mode 100644 js/src/instrumentation/livekit/capture.ts create mode 100644 js/src/instrumentation/livekit/node/audio-options.test.ts create mode 100644 js/src/instrumentation/livekit/node/audio-options.ts create mode 100644 js/src/instrumentation/livekit/node/auto.ts create mode 100644 js/src/instrumentation/livekit/options.ts create mode 100644 js/src/instrumentation/livekit/playback.ts create mode 100644 js/src/instrumentation/livekit/processor.test.ts create mode 100644 js/src/instrumentation/livekit/processor.ts create mode 100644 js/src/instrumentation/livekit/realtime.test.ts create mode 100644 js/src/instrumentation/livekit/realtime.ts create mode 100644 js/src/instrumentation/livekit/runtime.ts create mode 100644 js/src/instrumentation/livekit/schema.ts create mode 100644 js/src/instrumentation/livekit/types.ts create mode 100644 js/src/instrumentation/livekit/wrap.ts create mode 100644 js/src/instrumentation/plugins/livekit-channels.ts create mode 100644 js/src/instrumentation/plugins/livekit-plugin.ts diff --git a/.changeset/solid-donuts-drop.md b/.changeset/solid-donuts-drop.md new file mode 100644 index 000000000..f55585240 --- /dev/null +++ b/.changeset/solid-donuts-drop.md @@ -0,0 +1,9 @@ +--- +"braintrust": minor +--- + +feat(livekit): add automatic voice traces and optional recordings + +Add automatic LiveKit Agents tracing through the standard loader and logger, with turn, transcript, model, synthesis, and tool spans for cascade and realtime sessions. Preserve native usage and selected LiveKit metadata, and suppress redundant provider spans only within tracked inference work. + +Support opt-in caller and agent recordings through the optional `@braintrust/audio` package, with direct playback selections on turns and speaking spans. Default recordings to Ogg; preserve text and metadata tracing when the extension is unavailable. Include `braintrust/livekit` APIs for manually managed telemetry. diff --git a/e2e/config/pr-comment-scenarios.json b/e2e/config/pr-comment-scenarios.json index 7490b0a57..b24333cca 100644 --- a/e2e/config/pr-comment-scenarios.json +++ b/e2e/config/pr-comment-scenarios.json @@ -920,5 +920,20 @@ "label": "v1 latest" } ] + }, + { + "scenarioDirName": "livekit-instrumentation", + "label": "LiveKit voice instrumentation (automatic and manual)", + "metadataScenario": "livekit-instrumentation", + "variants": [ + { + "variantKey": "livekit-v1", + "label": "v1.9 pinned" + }, + { + "variantKey": "livekit-v1-latest", + "label": "v1.9 latest" + } + ] } ] diff --git a/e2e/package.json b/e2e/package.json index e10636749..fe89e0940 100644 --- a/e2e/package.json +++ b/e2e/package.json @@ -20,6 +20,7 @@ "tsx": "^4.21.0", "typescript": "5.4.4", "vitest": "4.1.11", - "zod": "4.3.6" + "zod": "4.3.6", + "@braintrust/audio": "workspace:^" } } diff --git 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. 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Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791327598, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EW7UU5vYwLy1HwWafQ7RD", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EW7UUMrkVWp0HOIqQHy7y", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EW7UVr2LZqHLmwkzMFXv8", + "response_id": "resp_EW7UVaETp2NAto49ybjjh", + "item_id": "item_EW7UV9qwN79o2KgyrWKll", + "output_index": 0, + "content_index": 0, + "delta": 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" 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" + } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EW7UV9RJAyhXhdREEa4AC", + "response_id": "resp_EW7UVaETp2NAto49ybjjh", + "item_id": "item_EW7UV9qwN79o2KgyrWKll", + "output_index": 0, + "content_index": 0, + "delta": 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" 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EW7UVohLctnl7yGbMwiRM", + "response_id": "resp_EW7UVaETp2NAto49ybjjh", + "item_id": "item_EW7UV9qwN79o2KgyrWKll", + "output_index": 0, + "content_index": 0, + "delta": 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" 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"caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Fixture playback", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Fixture playback", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt new file mode 100644 index 000000000..76063da17 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt @@ -0,0 +1,302 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Fixture playback", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Fixture playback", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.json new file mode 100644 index 000000000..0a79af300 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.json @@ -0,0 +1,286 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Fixture playback", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Fixture playback", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.txt new file mode 100644 index 000000000..7e3d0ade3 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-disabled.span-tree.txt @@ -0,0 +1,223 @@ +span_tree: +└── livekit.agent_session [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Fixture playback", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Fixture playback", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json new file mode 100644 index 000000000..032e71c5e --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json @@ -0,0 +1,651 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + } + ], + "output": [ + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_bENodbPAhcTV6SVZ3i3LTDEF" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 9, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 134 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 39, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 39, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": true, + "role": "assistant", + "text": "Your order will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": true, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": true, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt new file mode 100644 index 000000000..8de8f06f6 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt @@ -0,0 +1,562 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": true, + │ "role": "assistant", + │ "text": "Your order will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": true, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": true, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 9, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 134 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 39, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 39, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json new file mode 100644 index 000000000..87c97f9a0 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json @@ -0,0 +1,365 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Fixture playback", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Fixture playback", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt new file mode 100644 index 000000000..76063da17 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt @@ -0,0 +1,302 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Fixture playback", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Fixture playback", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.json new file mode 100644 index 000000000..0a79af300 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.json @@ -0,0 +1,286 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Fixture playback", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Fixture playback", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.txt new file mode 100644 index 000000000..7e3d0ade3 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-disabled.span-tree.txt @@ -0,0 +1,223 @@ +span_tree: +└── livekit.agent_session [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Fixture playback", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Fixture playback", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json new file mode 100644 index 000000000..2304c30e9 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json @@ -0,0 +1,651 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_BkfCAV8jhVgzswMe2B76auwE" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 12, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 137 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": true, + "role": "assistant", + "text": "Your order 1042 will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": true, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": true, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt new file mode 100644 index 000000000..a44a408f2 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt @@ -0,0 +1,562 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order 1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": true, + │ "role": "assistant", + │ "text": "Your order 1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": true, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": true, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_BkfCAV8jhVgzswMe2B76auwE" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 137 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json new file mode 100644 index 000000000..3a1cb8e5b --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json @@ -0,0 +1,651 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_BkfCAV8jhVgzswMe2B76auwE" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 12, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 137 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order 1042 will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt new file mode 100644 index 000000000..2416ded7b --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt @@ -0,0 +1,562 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order 1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order 1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_BkfCAV8jhVgzswMe2B76auwE" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 137 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json new file mode 100644 index 000000000..f7bb3d6e0 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json @@ -0,0 +1,630 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "provider_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", + "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", + "openai.input_audio_segments": [ + { + "": "", + "audio_end_ms": 0, + "audio_start_ms": 0 + } + ], + "openai.item_id": "", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "livekit.input_observation", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.input_scope": "associated_user_turn", + "contrib.livekit.response.status": "completed", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EW7Uc943NG6UzwjOjzSyS", + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 0, + "gen_ai.usage.cache_read.input_tokens": 0, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 0, + "gen_ai.usage.input_text_tokens": 71, + "gen_ai.usage.input_tokens": 109, + "gen_ai.usage.output_audio_tokens": 0, + "gen_ai.usage.output_text_tokens": 24, + "gen_ai.usage.output_tokens": 24, + "gen_ai.usage.text.input_tokens": 71, + "gen_ai.usage.text.output_tokens": 24, + "model": "gpt-realtime-mini", + "openai.response.id": "resp_EW7Uc943NG6UzwjOjzSyS", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "metrics": { + "cache_read_input_tokens": 0, + "completion_tokens": 24, + "prompt_tokens": 109, + "tokens": 133 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "output": [ + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_6DibzcFAKe7bcMua" + ], + "contrib.livekit.input_scope": "associated_user_turn", + "contrib.livekit.response.status": "completed", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EW7UdEm9Z48rmfsXBDPSv", + "gen_ai.response.time_to_first_chunk": 0, + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 41, + "gen_ai.usage.cache_read.input_tokens": 64, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 64, + "gen_ai.usage.input_text_tokens": 116, + "gen_ai.usage.input_tokens": 154, + "gen_ai.usage.output_audio_tokens": 41, + "gen_ai.usage.output_text_tokens": 16, + "gen_ai.usage.output_tokens": 57, + "gen_ai.usage.text.input_tokens": 116, + "gen_ai.usage.text.output_tokens": 16, + "model": "gpt-realtime-mini", + "openai.response.id": "resp_EW7UdEm9Z48rmfsXBDPSv", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "metrics": { + "cache_read_input_tokens": 64, + "completion_tokens": 57, + "prompt_tokens": 154, + "time_to_first_token": 0, + "tokens": 211 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_6DibzcFAKe7bcMua", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt new file mode 100644 index 000000000..96df38999 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt @@ -0,0 +1,551 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-realtime-mini", + │ "model": "gpt-realtime-mini", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", + │ "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", + │ "openai.input_audio_segments": [ + │ { + │ "": "", + │ "audio_end_ms": 0, + │ "audio_start_ms": 0 + │ } + │ ], + │ "openai.item_id": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "provider_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.input_observation [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "associated_user_turn", + │ │ "contrib.livekit.response.status": "completed", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EW7Uc943NG6UzwjOjzSyS", + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 71, + │ │ "gen_ai.usage.input_tokens": 109, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 71, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "openai.response.id": "resp_EW7Uc943NG6UzwjOjzSyS", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 109, + │ │ "tokens": 133 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_6DibzcFAKe7bcMua" + │ │ ], + │ │ "contrib.livekit.input_scope": "associated_user_turn", + │ │ "contrib.livekit.response.status": "completed", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EW7UdEm9Z48rmfsXBDPSv", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 41, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 116, + │ │ "gen_ai.usage.input_tokens": 154, + │ │ "gen_ai.usage.output_audio_tokens": 41, + │ │ "gen_ai.usage.output_text_tokens": 16, + │ │ "gen_ai.usage.output_tokens": 57, + │ │ "gen_ai.usage.text.input_tokens": 116, + │ │ "gen_ai.usage.text.output_tokens": 16, + │ │ "model": "gpt-realtime-mini", + │ │ "openai.response.id": "resp_EW7UdEm9Z48rmfsXBDPSv", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 57, + │ │ "prompt_tokens": 154, + │ │ "time_to_first_token": 0, + │ │ "tokens": 211 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_6DibzcFAKe7bcMua", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json new file mode 100644 index 000000000..193ca942c --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json @@ -0,0 +1,1569 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_BkfCAV8jhVgzswMe2B76auwE" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 12, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 137 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0001", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0002", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0003", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0004", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0005", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0006", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0007", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0008", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0009", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0010", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0011", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0012", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0013", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0014", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0015", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0016", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0017", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0018", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0019", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0020", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0021", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0001", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0002", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0003", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0004", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0005", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0006", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0007", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0008", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0009", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0010", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0011", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0012", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0013", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0014", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0015", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0016", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0017", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0018", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0019", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0020", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0021", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order 1042 will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/ogg", + "filename": "call-0000.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0001": { + "content_type": "audio/ogg", + "filename": "call-0001.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0002": { + "content_type": "audio/ogg", + "filename": "call-0002.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0003": { + "content_type": "audio/ogg", + "filename": "call-0003.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0004": { + "content_type": "audio/ogg", + "filename": "call-0004.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0005": { + "content_type": "audio/ogg", + "filename": "call-0005.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0006": { + "content_type": "audio/ogg", + "filename": "call-0006.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0007": { + "content_type": "audio/ogg", + "filename": "call-0007.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0008": { + "content_type": "audio/ogg", + "filename": "call-0008.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0009": { + "content_type": "audio/ogg", + "filename": "call-0009.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0010": { + "content_type": "audio/ogg", + "filename": "call-0010.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0011": { + "content_type": "audio/ogg", + "filename": "call-0011.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0012": { + "content_type": "audio/ogg", + "filename": "call-0012.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0013": { + "content_type": "audio/ogg", + "filename": "call-0013.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0014": { + "content_type": "audio/ogg", + "filename": "call-0014.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0015": { + "content_type": "audio/ogg", + "filename": "call-0015.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0016": { + "content_type": "audio/ogg", + "filename": "call-0016.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0017": { + "content_type": "audio/ogg", + "filename": "call-0017.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0018": { + "content_type": "audio/ogg", + "filename": "call-0018.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0019": { + "content_type": "audio/ogg", + "filename": "call-0019.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0020": { + "content_type": "audio/ogg", + "filename": "call-0020.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0021": { + "content_type": "audio/ogg", + "filename": "call-0021.ogg", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0001", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0002", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0003", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0004", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0005", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0006", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": 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"origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0011", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0012", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0013", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0014", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0015", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0016", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0017", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0018", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0019", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0020", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0021", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt new file mode 100644 index 000000000..7fb7904b3 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt @@ -0,0 +1,1480 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/ogg", + "filename": "call-0000.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0001": { + "content_type": "audio/ogg", + "filename": "call-0001.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0002": { + "content_type": "audio/ogg", + "filename": "call-0002.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0003": { + "content_type": "audio/ogg", + "filename": "call-0003.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0004": { + "content_type": "audio/ogg", + "filename": "call-0004.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0005": { + "content_type": "audio/ogg", + "filename": "call-0005.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0006": { + "content_type": "audio/ogg", + "filename": "call-0006.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0007": { + "content_type": "audio/ogg", + "filename": "call-0007.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0008": { + "content_type": "audio/ogg", + "filename": "call-0008.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0009": { + "content_type": "audio/ogg", + "filename": "call-0009.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0010": { + "content_type": "audio/ogg", + "filename": "call-0010.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0011": { + "content_type": "audio/ogg", + "filename": "call-0011.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0012": { + "content_type": "audio/ogg", + "filename": "call-0012.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0013": { + "content_type": "audio/ogg", + "filename": "call-0013.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0014": { + "content_type": "audio/ogg", + "filename": "call-0014.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0015": { + "content_type": "audio/ogg", + "filename": "call-0015.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0016": { + "content_type": "audio/ogg", + "filename": "call-0016.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0017": { + "content_type": "audio/ogg", + "filename": "call-0017.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0018": { + "content_type": "audio/ogg", + "filename": "call-0018.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0019": { + "content_type": "audio/ogg", + "filename": "call-0019.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0020": { + "content_type": "audio/ogg", + "filename": "call-0020.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0021": { + "content_type": "audio/ogg", + "filename": "call-0021.ogg", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0001", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0002", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0003", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0004", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0005", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0006", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0007", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0008", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0009", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0010", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0011", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0012", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0013", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0014", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0015", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0016", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0017", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0018", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0019", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0020", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0021", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order 1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0001", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0002", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0003", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0004", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0005", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0006", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0007", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0008", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0009", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0010", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0011", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0012", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0013", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0014", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0015", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0016", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0017", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0018", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0019", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0020", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0021", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order 1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_BkfCAV8jhVgzswMe2B76auwE" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 137 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0001", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0002", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0003", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0004", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0005", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0006", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0007", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0008", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0009", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0010", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0011", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0012", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0013", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0014", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0015", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0016", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0017", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0018", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0019", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0020", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0021", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json new file mode 100644 index 000000000..ee2c7819c --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json @@ -0,0 +1,651 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + } + ], + "output": [ + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_bENodbPAhcTV6SVZ3i3LTDEF" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 9, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 134 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 39, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 39, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt new file mode 100644 index 000000000..fd23d8043 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt @@ -0,0 +1,562 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 9, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 134 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 39, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 39, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json new file mode 100644 index 000000000..53db6979e --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json @@ -0,0 +1,630 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "provider_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", + "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", + "openai.input_audio_segments": [ + { + "": "", + "audio_end_ms": 0, + "audio_start_ms": 0 + } + ], + "openai.item_id": "", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "livekit.input_observation", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.input_scope": "associated_user_turn", + "contrib.livekit.response.status": "completed", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EW7UUKJjk13Kmy2jzaTyJ", + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 0, + "gen_ai.usage.cache_read.input_tokens": 64, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 64, + "gen_ai.usage.input_text_tokens": 71, + "gen_ai.usage.input_tokens": 109, + "gen_ai.usage.output_audio_tokens": 0, + "gen_ai.usage.output_text_tokens": 24, + "gen_ai.usage.output_tokens": 24, + "gen_ai.usage.text.input_tokens": 71, + "gen_ai.usage.text.output_tokens": 24, + "model": "gpt-realtime-mini", + "openai.response.id": "resp_EW7UUKJjk13Kmy2jzaTyJ", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "metrics": { + "cache_read_input_tokens": 64, + "completion_tokens": 24, + "prompt_tokens": 109, + "tokens": 133 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "output": [ + { + "content": "Your order is set to be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_qyReSAsLxCZzspTy" + ], + "contrib.livekit.input_scope": "associated_user_turn", + "contrib.livekit.response.status": "completed", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EW7UVaETp2NAto49ybjjh", + "gen_ai.response.time_to_first_chunk": 0, + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 54, + "gen_ai.usage.cache_read.input_tokens": 64, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 64, + "gen_ai.usage.input_text_tokens": 116, + "gen_ai.usage.input_tokens": 154, + "gen_ai.usage.output_audio_tokens": 54, + "gen_ai.usage.output_text_tokens": 20, + "gen_ai.usage.output_tokens": 74, + "gen_ai.usage.text.input_tokens": 116, + "gen_ai.usage.text.output_tokens": 20, + "model": "gpt-realtime-mini", + "openai.response.id": "resp_EW7UVaETp2NAto49ybjjh", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "metrics": { + "cache_read_input_tokens": 64, + "completion_tokens": 74, + "prompt_tokens": 154, + "time_to_first_token": 0, + "tokens": 228 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_qyReSAsLxCZzspTy", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Your order is set to be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order is set to be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt new file mode 100644 index 000000000..b1cfde8de --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt @@ -0,0 +1,551 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-realtime-mini", + │ "model": "gpt-realtime-mini", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", + │ "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", + │ "openai.input_audio_segments": [ + │ { + │ "": "", + │ "audio_end_ms": 0, + │ "audio_start_ms": 0 + │ } + │ ], + │ "openai.item_id": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "provider_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.input_observation [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order is set to be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is set to be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "associated_user_turn", + │ │ "contrib.livekit.response.status": "completed", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EW7UUKJjk13Kmy2jzaTyJ", + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 71, + │ │ "gen_ai.usage.input_tokens": 109, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 71, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "openai.response.id": "resp_EW7UUKJjk13Kmy2jzaTyJ", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 109, + │ │ "tokens": 133 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is set to be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_qyReSAsLxCZzspTy" + │ │ ], + │ │ "contrib.livekit.input_scope": "associated_user_turn", + │ │ "contrib.livekit.response.status": "completed", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EW7UVaETp2NAto49ybjjh", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 54, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 116, + │ │ "gen_ai.usage.input_tokens": 154, + │ │ "gen_ai.usage.output_audio_tokens": 54, + │ │ "gen_ai.usage.output_text_tokens": 20, + │ │ "gen_ai.usage.output_tokens": 74, + │ │ "gen_ai.usage.text.input_tokens": 116, + │ │ "gen_ai.usage.text.output_tokens": 20, + │ │ "model": "gpt-realtime-mini", + │ │ "openai.response.id": "resp_EW7UVaETp2NAto49ybjjh", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 74, + │ │ "prompt_tokens": 154, + │ │ "time_to_first_token": 0, + │ │ "tokens": 228 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_qyReSAsLxCZzspTy", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json new file mode 100644 index 000000000..8788f0174 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json @@ -0,0 +1,1173 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + } + ], + "output": [ + { + "content": "Your order will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_bENodbPAhcTV6SVZ3i3LTDEF" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 9, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 134 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 39, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + 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"children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/ogg", + "filename": "call-0000.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0001": { + "content_type": "audio/ogg", + "filename": "call-0001.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0002": { + "content_type": "audio/ogg", + "filename": "call-0002.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0003": { + "content_type": "audio/ogg", + "filename": "call-0003.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0004": { + "content_type": "audio/ogg", + "filename": "call-0004.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0005": { + "content_type": "audio/ogg", + "filename": "call-0005.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0006": { + "content_type": "audio/ogg", + "filename": "call-0006.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0007": { + "content_type": "audio/ogg", + "filename": "call-0007.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0008": { + "content_type": "audio/ogg", + "filename": "call-0008.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0009": { + "content_type": "audio/ogg", + "filename": "call-0009.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0010": { + "content_type": "audio/ogg", + "filename": "call-0010.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0011": { + "content_type": "audio/ogg", + "filename": "call-0011.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0012": { + "content_type": "audio/ogg", + "filename": "call-0012.ogg", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0001", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0002", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0003", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + 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"channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0006", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0007", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0008", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0009", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0010", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0011", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0012", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt new file mode 100644 index 000000000..00570e0f2 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt @@ -0,0 +1,1084 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/ogg", + "filename": "call-0000.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0001": { + "content_type": "audio/ogg", + "filename": "call-0001.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0002": { + "content_type": "audio/ogg", + "filename": "call-0002.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0003": { + "content_type": "audio/ogg", + "filename": "call-0003.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0004": { + "content_type": "audio/ogg", + "filename": "call-0004.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0005": { + "content_type": "audio/ogg", + "filename": "call-0005.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0006": { + "content_type": "audio/ogg", + "filename": "call-0006.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0007": { + "content_type": "audio/ogg", + "filename": "call-0007.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0008": { + "content_type": "audio/ogg", + "filename": "call-0008.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0009": { + "content_type": "audio/ogg", + "filename": "call-0009.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0010": { + "content_type": "audio/ogg", + "filename": "call-0010.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0011": { + "content_type": "audio/ogg", + "filename": "call-0011.ogg", + "key": "", + "type": "braintrust_attachment" + }, + "call-0012": { + "content_type": "audio/ogg", + "filename": "call-0012.ogg", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0001", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0002", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0003", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0004", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0005", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0006", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0007", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0008", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0009", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0010", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0011", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + }, + { + "attachment": { + "ref": "/input/audio/call-0012", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/ogg", + "recording_group_id": "call", + "sample_rate_hz": 48000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0001", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0002", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0003", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0004", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0005", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0006", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0007", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0008", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0009", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0010", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0011", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0012", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 9, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 134 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 39, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 39, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0001", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0002", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0003", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0004", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0005", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0006", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0007", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0008", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0009", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0010", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0011", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0012", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/automatic.mjs b/e2e/scenarios/livekit-instrumentation/automatic.mjs new file mode 100644 index 000000000..cbb46c295 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/automatic.mjs @@ -0,0 +1,146 @@ +import { createRequire } from "node:module"; +import { mkdtemp, rm, mkdir, symlink } from "node:fs/promises"; +import { tmpdir } from "node:os"; +import { join, dirname } from "node:path"; +import assert from "node:assert/strict"; +import { initLogger, configureInstrumentation } from "braintrust"; +import { scopedName } from "../../helpers/provider-runtime.mjs"; +import { AudioFrame, dispose } from "@livekit/rtc-node"; +const mode = process.env.LIVEKIT_AUTO_MODE; +if (mode === "defaults") { + // Generic attachment opt-in must leave voice recording disabled by default. + delete process.env.BRAINTRUST_CAPTURE_USER_AUDIO_ATTACHMENTS; + delete process.env.BRAINTRUST_CAPTURE_AGENT_AUDIO_ATTACHMENTS; +} +if (mode !== "defaults") + configureInstrumentation({ + integrations: { + livekit: + mode === "integration-off" + ? false + : { + ...(mode === "env" + ? {} + : { + captureAudio: ["wav", "missing", "missing-wav"].includes( + mode, + ), + }), + ...(["wav", "missing-wav"].includes(mode) + ? { audioFormat: "wav" } + : {}), + }, + }, + }); +const cwd = process.cwd(); +const isolated = ["missing", "missing-wav", "defaults"].includes(mode) + ? await mkdtemp(join(tmpdir(), "braintrust-no-audio-")) + : undefined; +if (mode === "defaults") { + // Model a pnpm app that installs LiveKit but not its OTel dependency directly. + const entry = createRequire(import.meta.url).resolve( + process.env.LIVEKIT_PACKAGE, + ); + const scope = join(isolated, "node_modules", "@livekit"); + await mkdir(scope, { recursive: true }); + await symlink(dirname(dirname(entry)), join(scope, "agents"), "junction"); +} +if (isolated) process.chdir(isolated); +const logger = initLogger({ projectName: scopedName("e2e-livekit-auto") }); +const { voice, telemetry, initializeLogger } = await import( + process.env.LIVEKIT_PACKAGE +); +initializeLogger({ pretty: false, level: "silent" }); +let provider, + observed = 0; +if (["redacted", "missing", "missing-wav", "unsampled"].includes(mode)) { + const { NodeTracerProvider, AlwaysOffSampler } = + await import("@opentelemetry/sdk-trace-node"); + const processors = [ + { + onStart() { + observed++; + }, + onEnd() {}, + forceFlush: async () => {}, + shutdown: async () => {}, + }, + ]; + provider = new NodeTracerProvider({ + ...(mode === "unsampled" ? { sampler: new AlwaysOffSampler() } : {}), + spanProcessors: [ + { + onStart: (...args) => processors.forEach((p) => p.onStart(...args)), + onEnd: (...args) => processors.forEach((p) => p.onEnd(...args)), + forceFlush: async () => {}, + shutdown: async () => {}, + }, + ], + }); + provider.register(); + telemetry.setTracerProvider(provider, { + allowPii: mode !== "redacted", + registerSpanProcessor: (p) => processors.unshift(p), + }); +} +class Output extends voice.AudioOutput { + samples = 0; + constructor() { + super(24000); + } + async captureFrame(frame) { + await super.captureFrame(frame); + if (!this.samples) this.onPlaybackStarted(Date.now()); + this.samples += frame.samplesPerChannel; + } + flush() { + super.flush(); + if (this.pendingPlayoutSegments) + this.onPlaybackFinished({ + playbackPosition: this.samples / 24000, + interrupted: false, + }); + this.samples = 0; + } + clearBuffer() {} +} +const session = new voice.AgentSession(); +const output = new Output(); +session.output.audio = output; +const original = output.captureFrame; +try { + await session.start({ + agent: new voice.Agent({ instructions: "Fictional order assistant" }), + record: false, + }); + if (!["wav", "env"].includes(mode)) + assert.equal( + output.captureFrame, + original, + "disabled or unavailable recording must not wrap the sink", + ); + const audio = new ReadableStream({ + start(c) { + c.enqueue( + new AudioFrame(new Int16Array(4800).fill(1234), 24000, 1, 4800), + ); + c.close(); + }, + }); + await session.say("Your order arrives Friday.", { audio }).waitForPlayout(); + await session.close(); + await logger.flush(); + if (provider) { + assert.equal(telemetry.tracer.getProvider(), provider); + if (mode !== "unsampled") + assert(observed > 0, "existing processor must still run"); + } +} finally { + await session.close(); + await provider?.shutdown(); + await dispose(); + if (isolated) { + process.chdir(cwd); + await rm(isolated, { recursive: true }); + } +} diff --git a/e2e/scenarios/livekit-instrumentation/fixtures/README.md b/e2e/scenarios/livekit-instrumentation/fixtures/README.md new file mode 100644 index 000000000..2f13ae8f5 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/fixtures/README.md @@ -0,0 +1,3 @@ +`order-24khz.pcm` is mono, signed 16-bit little-endian PCM at 24 kHz, generated with OpenAI speech synthesis for the fictional prompt “Where is my order DEMO 1042?”. It contains no customer audio. Realtime tests send this fixture through LiveKit's actual input stream and record real provider responses. HTTP and WebSocket cassettes contain those responses, never fabricated provider output. + +Offline replay buffers caller samples and uses a sample-clock output sink so scheduler jitter does not alter selection geometry. 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true } }, + }); +const { voice, llm, telemetry, initializeLogger } = await import( + process.env.LIVEKIT_PACKAGE +); +initializeLogger({ pretty: false, level: "silent" }); +const logger = initLogger({ projectName: scopedName("e2e-livekit") }); +class ScenarioProcessor extends LiveKitSpanProcessor { + onStart(span) { + super.onStart(span); + this.rows.get(span.spanContext().spanId)?.span.log({ + metadata: { + scenario: "livekit-instrumentation", + testRunId: getTestRunId(), + }, + }); + } +} +const processor = automatic + ? undefined + : new ScenarioProcessor({ + logger, + captureContent: true, + audioFormat: "wav", + ...(process.env.LIVEKIT_SEGMENTS === "1" + ? { + recording: { + segmentDurationSeconds: 0.2, + encoder: (await import("@braintrust/audio")).oggOpus(), + }, + } + : {}), + captureAgentAudio: process.env.LIVEKIT_AUDIO === "1", + captureUserAudio: process.env.LIVEKIT_REALTIME === "1", + }); +const provider = automatic + ? undefined + : new NodeTracerProvider({ spanProcessors: [processor] }); +if (provider) { + // LiveKit registers its own PII processor before ours. + provider.registerSpanProcessor = (p) => + provider._activeSpanProcessor._spanProcessors.unshift(p); + provider.register(); + telemetry.setTracerProvider(provider, { + allowPii: true, + registerSpanProcessor: (p) => provider.registerSpanProcessor(p), + }); +} +const providerMode = process.env.LIVEKIT_PROVIDER === "1"; +class Output extends voice.AudioOutput { + samples = 0; + interrupted = false; + startedAt = 0; + constructor() { + super(24000); + } + async captureFrame(frame) { + await super.captureFrame(frame); + if (!this.samples) { + this.startedAt = Date.now(); + this.onPlaybackStarted(this.startedAt); + } + const duration = (frame.samplesPerChannel / frame.sampleRate) * 1000; + await new Promise((resolve) => setTimeout(resolve, duration)); + this.samples += frame.samplesPerChannel; + if ( + process.env.LIVEKIT_INTERRUPT === "1" && + this.samples >= 4800 && + !this.interrupted + ) { + this.clearBuffer(); + void session.interrupt({ force: true }).await; + } + } + flush() { + super.flush(); + if (!this.interrupted) + this.onPlaybackProgressed({ + startedAt: this.startedAt, + offset: 0, + duration: this.samples / 24, + }); + if (this.pendingPlayoutSegments > 0) + this.onPlaybackFinished({ + playbackPosition: this.samples / 24000, + interrupted: this.interrupted, + }); + this.samples = 0; + } + clearBuffer() { + this.onPlaybackProgressed({ + startedAt: this.startedAt, + offset: 0, + duration: this.samples / 24, + }); + this.interrupted = true; + if (this.pendingPlayoutSegments > 0) + this.onPlaybackFinished({ + playbackPosition: this.samples / 24000, + interrupted: true, + }); + this.abandonOpenSegment(); + } +} +const options = {}; +const realtimeMode = process.env.LIVEKIT_REALTIME === "1"; +let ws; +if (providerMode) { + const { LLM, TTS } = await import("@livekit/agents-plugin-openai"); + options.llm = new LLM({ + model: "gpt-4.1-nano", + temperature: 0, + baseURL: process.env.OPENAI_BASE_URL, + }); + options.tts = new TTS({ + model: "gpt-4o-mini-tts", + voice: "alloy", + baseURL: process.env.OPENAI_BASE_URL, + }); +} +if (realtimeMode) { + const { websocketCassette } = await import("./websocket-cassette.mjs"); + ws = await websocketCassette( + process.env.LIVEKIT_WS_PATH, + process.env.BRAINTRUST_E2E_CASSETTE_MODE === "record", + ); + const { realtime } = await import("@livekit/agents-plugin-openai"); + options.llm = new realtime.RealtimeModel({ + model: "gpt-realtime-mini", + baseURL: ws.baseURL, + turnDetection: { type: "server_vad", silence_duration_ms: 500 }, + }); + delete options.tts; +} +const session = new voice.AgentSession(options); +if (process.env.LIVEKIT_WRAP === "1") { + assert.equal(wrapLiveKitSession(wrapLiveKitSession(session)), session); +} +let inputController; +if (realtimeMode) { + class Input extends voice.AudioInput { + source = new ReadableStream({ + start(controller) { + inputController = controller; + }, + }); + get stream() { + return this.source; + } + async close() { + try { + inputController.close(); + } catch {} + } + } + session.input.audio = new Input(); +} +const output = new Output(); +const committed = []; +session.on("conversation_item_added", (ev) => committed.push(ev.item)); +session.output.audio = output; +const original = output.captureFrame; +try { + await session.start({ + agent: new voice.Agent({ + instructions: providerMode + ? "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day." + : "Fixture playback", + tools: providerMode + ? { + lookup_order: llm.tool({ + description: "Look up an order delivery status.", + parameters: (await import("zod")).z.object({ + order_id: (await import("zod")).z.string(), + }), + execute: async ({ order_id }) => ({ + order_id, + status: "in_transit", + delivery: "Friday", + }), + }), + } + : {}, + }), + record: false, + }); + if (process.env.LIVEKIT_AUDIO !== "1") + assert.equal(output.captureFrame, original); + const audio = new ReadableStream({ + start(controller) { + controller.enqueue( + new AudioFrame(new Int16Array(480).fill(1234), 24000, 1, 480), + ); + controller.close(); + }, + }); + if (providerMode) { + if (realtimeMode) { + const { readFile } = await import("node:fs/promises"); + const bytes = Buffer.concat([ + await readFile(new URL("./fixtures/order-24khz.pcm", import.meta.url)), + Buffer.alloc(96000), + ]); + for (let at = 0; at < bytes.length; at += 960) { + const pcm = new Int16Array(480); + for (let i = 0; i < 480 && at + i * 2 + 1 < bytes.length; i++) + pcm[i] = bytes.readInt16LE(at + i * 2); + inputController.enqueue(new AudioFrame(pcm, 24000, 1, 480)); + // Buffered fixture input preserves the sample clock without wall-clock jitter. + } + } else + await session + .generateReply({ userInput: "Hi, could you check order 1042 for me?" }) + .waitForPlayout(); + const deadline = Date.now() + 30000; + while ( + !committed.some( + (item) => + item.role === "assistant" && + (process.env.LIVEKIT_INTERRUPT === "1" + ? item.interrupted + : /Friday/i.test(item.textContent ?? "")), + ) + ) { + if (Date.now() > deadline) throw new Error("No committed order answer"); + await new Promise((resolve) => setTimeout(resolve, 20)); + } + await session.activity?.currentSpeech?.waitForPlayout(); + } else await session.say("Fixture playback", { audio }).waitForPlayout(); + if (process.env.LIVEKIT_SEGMENTS === "1") { + await processor.forceFlush(); + const capture = processor.captures.get(session); + assert( + capture.recorder.segments.some((s) => s.state === "ready"), + "export while session is still running", + ); + assert(!capture.closed); + } + if (realtimeMode) await session.input.audio?.close(); + await session.close(); + await provider?.forceFlush(); + await logger.flush(); +} finally { + if (realtimeMode) await session.input.audio?.close(); + await session.close(); + await provider?.shutdown(); + await dispose(); + await ws?.close(); +} diff --git a/e2e/scenarios/livekit-instrumentation/scenario.test.ts b/e2e/scenarios/livekit-instrumentation/scenario.test.ts new file mode 100644 index 000000000..887165c9f --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/scenario.test.ts @@ -0,0 +1,611 @@ +import { expect, test } from "vitest"; +import { + prepareScenarioDir, + resolveScenarioDir, + withScenarioHarness, +} from "../../helpers/scenario-harness"; +import { findLatestSpan, findAllSpans } from "../../helpers/trace-selectors"; +import { spanTreeFields, matchSpanTreeSnapshot } from "../../helpers/span-tree"; +import { resolveFileSnapshotPath } from "../../helpers/file-snapshot"; +function normalizer() { + const ids = new Map(); + function stable(value: unknown, key = ""): unknown { + if ( + typeof value === "number" && + /(_ms|_at|At|wait_duration|queue_wait|playback_latency|playbackPosition|ttft|ttfb|time_to_first_chunk|time_to_first_token|timestamp|ttfbMs|durationMs|tokensPerSecond)$/.test( + key, + ) + ) + return 0; + if (typeof value === "string" && key.endsWith("_metrics")) { + try { + return stable(JSON.parse(value)); + } catch {} + } + if ( + typeof value === "string" && + (/^(item_|speech_)/.test(value) || + /^[0-9a-f]{8}-[0-9a-f]{3}$/.test(value)) + ) { + if (!ids.has(value)) ids.set(value, ``); + return ids.get(value); + } + if (typeof value === "string" && /^127\.0\.0\.1:\d+$/.test(value)) + return ""; + if (Array.isArray(value)) return value.map((v) => stable(v)); + if (value && typeof value === "object") + return Object.fromEntries( + Object.entries(value).map(([k, v]) => [ + k.startsWith("item_") ? stable(k) : k, + stable(v, k), + ]), + ); + return value; + } + return stable; +} +const originalScenarioDir = resolveScenarioDir(import.meta.url); +const scenarioDir = await prepareScenarioDir({ + scenarioDir: originalScenarioDir, +}); +// Native LiveKit I/O modes plus real-provider cassette conversations below. +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + for (const mode of ["wrapped", "auto", "wrapped-auto", "disabled"]) { + test.sequential( + `${variant} ${mode}`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 60000, + nodeArgs: + mode === "wrapped" ? [] : ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_WRAP: mode.includes("wrapped") ? "1" : "0", + LIVEKIT_AUDIO: mode === "disabled" ? "0" : "1", + }, + runContext: { + variantKey: variant, + originalScenarioDir, + cassette: false, + }, + }); + const stable = normalizer(); + const raw = harness.events(); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + const root = findLatestSpan(events, "livekit.agent_session"); + const turn = findLatestSpan(events, "assistant_turn"); + expect(root).toBeDefined(); + expect(turn).toBeDefined(); + expect( + new Set( + events + .filter((e) => e.span.name === "livekit.agent_session") + .map((e) => e.span.id), + ).size, + ).toBe(1); + const recordings = root!.row.metadata?.["audio.recordings"]; + if (mode === "disabled") expect(recordings).toBeUndefined(); + else { + expect(recordings).toMatchObject([ + { + state: "ready", + channel_count: 2, + attachment: { + span_id: root!.span.id, + ref: "/input/audio/call-0000", + }, + }, + ]); + expect(turn!.row.metadata?.["audio.selections"]).toMatchObject([ + { channel_index: 1, recording_span_id: root!.span.id }, + ]); + } + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-${mode === "disabled" ? "disabled" : "audio"}.span-tree.json`, + ), + ); + }); + }, + 120000, + ); + } +} + +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + test.sequential( + `${variant} order conversation`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_PROVIDER: "1", + LIVEKIT_AUDIO: "1", + BRAINTRUST_DISABLE_INSTRUMENTATION: "", + }, + runContext: { + variantKey: variant, + cassette: { variantKey: `${variant}-order` }, + originalScenarioDir, + }, + }); + const stable = normalizer(); + const raw = harness.events(); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + const turn = findLatestSpan(events, "assistant_turn"); + expect(turn).toBeDefined(); + const responses = events.filter((e) => e.span.name === "llm_response"); + expect( + events + .filter((e) => e.row.span_attributes?.type === "llm") + .map((e) => e.span.name), + ).toEqual(responses.map((e) => e.span.name)); + expect(responses).toHaveLength(2); + expect( + responses.every((e) => e.row.metadata?.["turn.id"] === turn!.span.id), + ).toBe(true); + expect( + responses.every((e) => e.row.metadata?.model === "gpt-4.1-nano"), + ).toBe(true); + expect(responses.every((e) => Number(e.row.metrics?.tokens) > 0)).toBe( + true, + ); + const tool = findLatestSpan(events, "lookup_order"); + expect(tool?.row.input).toEqual({ order_id: "1042" }); + expect(tool?.row.output).toMatchObject({ delivery: "Friday" }); + const callId = tool!.row.metadata?.["gen_ai.tool.call.id"]; + expect( + responses.some((e) => + ( + e.row.metadata?.["continuation.tool_call_ids"] as unknown[] + )?.includes(callId), + ), + ).toBe(true); + expect(turn!.row.output).toEqual( + expect.arrayContaining([ + expect.objectContaining({ + role: "assistant", + content: expect.stringMatching(/Friday/i), + }), + ]), + ); + expect(findLatestSpan(events, "tts")).toBeDefined(); + expect(JSON.stringify(events.map((e) => e.row.metadata))).not.toContain( + '"livekit.', + ); + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-order.span-tree.json`, + ), + ); + }); + }, + 120000, + ); +} + +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + test.sequential( + `${variant} realtime order conversation`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_PROVIDER: "1", + LIVEKIT_REALTIME: "1", + LIVEKIT_AUDIO: "1", + LIVEKIT_WS_PATH: `${originalScenarioDir}/__cassettes__/${variant}-realtime.websocket.json`, + BRAINTRUST_E2E_CASSETTE_MODE: + process.env.BRAINTRUST_E2E_CASSETTE_MODE ?? "replay", + BRAINTRUST_DISABLE_INSTRUMENTATION: "", + OPENAI_API_KEY: process.env.OPENAI_API_KEY ?? "replay", + }, + runContext: { + variantKey: variant, + originalScenarioDir, + cassette: false, + }, + }); + const stable = normalizer(); + const raw = harness.events(); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + expect( + findLatestSpan(events, "lookup_order")?.row.output, + ).toMatchObject({ delivery: "Friday" }); + expect( + events.filter((e) => e.span.name === "llm_response"), + ).toHaveLength(2); + const turn = findLatestSpan(events, "assistant_turn"); + expect(turn?.row.output).toEqual( + expect.arrayContaining([ + expect.objectContaining({ + role: "assistant", + content: expect.stringMatching(/Friday/i), + }), + ]), + ); + const user = events.find( + (e) => + e.span.name === "user_turn" && e.row.metadata?.["openai.item_id"], + ); + expect(user?.row.input).toEqual([ + expect.objectContaining({ + role: "user", + content: expect.stringMatching(/order/i), + }), + ]); + expect(user?.row.metadata?.["audio.selections"]).toEqual( + expect.arrayContaining([ + expect.objectContaining({ channel_index: 0 }), + ]), + ); + expect(turn?.row.metadata?.["turn.reply_to"]).toBe(user!.span.id); + const speaking = findLatestSpan(events, "livekit.user_speaking"); + expect(speaking?.row.span_parents).toEqual([user!.span.id]); + expect(speaking?.row.metadata?.["turn.id"]).toBe(user!.span.id); + expect(speaking?.row.metadata?.["audio.selections"]).toEqual( + user!.row.metadata?.["audio.selections"], + ); + expect( + events + .filter((e) => e.span.name === "llm_response") + .every((e) => Array.isArray(e.row.output)), + ).toBe(true); + expect(findLatestSpan(events, "tts")).toBeUndefined(); + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-realtime.span-tree.json`, + ), + ); + }); + }, + 120000, + ); +} + +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + test.sequential( + `${variant} interrupted order answer`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_PROVIDER: "1", + LIVEKIT_AUDIO: "1", + LIVEKIT_INTERRUPT: "1", + BRAINTRUST_DISABLE_INSTRUMENTATION: "", + }, + runContext: { + variantKey: variant, + cassette: { variantKey: `${variant}-order` }, + originalScenarioDir, + }, + }); + const raw = harness.events(); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + const turn = findLatestSpan(events, "assistant_turn"); + expect(turn?.row.metadata?.["contrib.livekit.interrupted"]).toBe(true); + expect(turn?.row.metadata?.["audio.selections"]).toEqual( + expect.arrayContaining([ + expect.objectContaining({ channel_index: 1 }), + ]), + ); + expect(turn?.row.metadata?.["contrib.livekit.playback_events"]).toEqual( + expect.arrayContaining([ + expect.objectContaining({ + attributes: expect.objectContaining({ interrupted: true }), + }), + ]), + ); + const stable = normalizer(); + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-interrupted.span-tree.json`, + ), + ); + }); + }, + 120000, + ); +} + +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + test.sequential( + `${variant} progressive Ogg order recording`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_PROVIDER: "1", + LIVEKIT_AUDIO: "1", + LIVEKIT_SEGMENTS: "1", + BRAINTRUST_DISABLE_INSTRUMENTATION: "", + }, + runContext: { + variantKey: variant, + cassette: { variantKey: `${variant}-order` }, + originalScenarioDir, + }, + }); + const raw = harness.events(); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + const root = findLatestSpan(events, "livekit.agent_session")!; + const descriptors = root.row.metadata?.["audio.recordings"] as { + id: string; + state: string; + mime_type: string; + recording_group_id: string; + }[]; + expect(descriptors.length).toBeGreaterThan(1); + expect( + descriptors.every( + (r) => + r.state === "ready" && + r.mime_type === "audio/ogg" && + r.recording_group_id === "call", + ), + ).toBe(true); + const turn = findLatestSpan(events, "assistant_turn")!; + expect( + new Set( + ( + turn.row.metadata?.["audio.selections"] as { + recording_id: string; + }[] + ).map((s) => s.recording_id), + ).size, + ).toBeGreaterThan(1); + const stable = normalizer(); + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-segments.span-tree.json`, + ), + ); + }); + }, + 120000, + ); +} + +// Keep setup failures here; real cascade/realtime replays below cover explicit Ogg. +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + for (const mode of [ + "off", + "wav", + "unsampled", + "redacted", + "missing", + "missing-wav", + "integration-off", + "worker", + "fork", + "env", + "defaults", + ]) { + test.sequential( + `${variant} automatic setup ${mode}`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: ["worker", "fork"].includes(mode) + ? "worker.mjs" + : "automatic.mjs", + timeoutMs: 60000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_AUTO_MODE: mode, + NODE_PATH: "", + BRAINTRUST_CAPTURE_ATTACHMENTS: "true", + BRAINTRUST_CAPTURE_USER_AUDIO_ATTACHMENTS: + mode === "env" ? "true" : "", + BRAINTRUST_CAPTURE_AGENT_AUDIO_ATTACHMENTS: + mode === "env" ? "true" : "", + }, + runContext: { + variantKey: variant, + originalScenarioDir, + cassette: false, + }, + }); + const events = harness.events(); + if (mode === "integration-off" || mode === "unsampled") { + expect(events).toHaveLength(0); + return; + } + const roots = findAllSpans(events, "livekit.agent_session"); + expect(roots).toHaveLength(1); + const root = roots[0]; + const metadata = root.row.metadata as + | Record + | undefined; + if (mode === "wav" || mode === "env") { + // Verify wire ordering, not just the final merged trace. + const requests = harness.requestsAfter(0); + const uploaded = requests.findIndex( + (r) => + r.path === "/attachment/status" && + (r.jsonBody as { status?: { upload_status?: string } })?.status + ?.upload_status === "done", + ); + const ready = requests.findIndex((r) => { + if (r.path !== "/logs3") return false; + const body = r.jsonBody as { + rows?: { + metadata?: { "audio.recordings"?: { state: string }[] }; + }[]; + }; + return body.rows?.some((row) => + row.metadata?.["audio.recordings"]?.some( + (s) => s.state === "ready", + ), + ); + }); + expect(uploaded).toBeGreaterThanOrEqual(0); + expect(ready).toBeGreaterThan(uploaded); + expect(metadata?.["audio.recordings"]).toMatchObject([ + { + state: "ready", + mime_type: mode === "wav" ? "audio/wav" : "audio/ogg", + }, + ]); + } else expect(metadata?.["audio.recordings"]).toBeUndefined(); + const turn = findLatestSpan(events, "assistant_turn"); + expect(turn).toBeDefined(); + if (mode === "redacted") + expect(JSON.stringify(events.map((e) => e.row))).not.toContain( + "Your order arrives Friday.", + ); + else + expect(JSON.stringify(turn?.row.output)).toContain( + "Your order arrives Friday.", + ); + }); + }, + 90000, + ); + } +} + +for (const variant of ["livekit-v1", "livekit-v1-latest"]) { + for (const realtime of [false, true]) { + test.sequential( + `${variant} automatic ${realtime ? "realtime" : "cascade"} conversation`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_AUTOMATIC: "1", + LIVEKIT_PROVIDER: "1", + LIVEKIT_AUDIO: "1", + LIVEKIT_REALTIME: realtime ? "1" : "0", + LIVEKIT_WS_PATH: `${originalScenarioDir}/__cassettes__/${variant}-realtime.websocket.json`, + }, + runContext: { + variantKey: variant, + originalScenarioDir, + cassette: { + variantKey: `${variant}-${realtime ? "realtime" : "order"}`, + }, + }, + }); + const events = harness.events(); + expect(findAllSpans(events, "livekit.agent_session")).toHaveLength(1); + const turns = findAllSpans(events, "assistant_turn"); + const turnIds = new Set(turns.map((t) => t.span.id)); + for (const response of findAllSpans(events, "llm_response")) + expect( + turnIds.has( + (response.row.span_parents as string[] | undefined)?.[0], + ), + ).toBe(true); + expect( + turns.some((t) => { + const metadata = t.row.metadata as + | Record + | undefined; + const selections = metadata?.["audio.selections"]; + return Array.isArray(selections) && selections.length > 0; + }), + ).toBe(true); + expect(findAllSpans(events, "lookup_order")).toHaveLength(1); + expect(findAllSpans(events, "llm_response").length).toBeGreaterThan( + 0, + ); + expect( + findLatestSpan(events, "livekit.agent_session")?.row, + ).toMatchObject({ + metadata: { + "audio.recordings": [{ state: "ready", mime_type: "audio/ogg" }], + }, + }); + expect( + JSON.stringify( + findLatestSpan(events, "assistant_turn")?.row.output, + ), + ).toContain("Friday"); + }); + }, + 120000, + ); + } +} diff --git a/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs b/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs new file mode 100644 index 000000000..c059d67ef --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs @@ -0,0 +1,125 @@ +// Real protocol recordings only. Never save HTTP headers or credentials. +import { WebSocket, WebSocketServer } from "ws"; +import { readFile, writeFile, mkdir } from "node:fs/promises"; +import { dirname } from "node:path"; +import assert from "node:assert/strict"; +export async function websocketCassette(path, record) { + const events = record ? [] : JSON.parse(await readFile(path, "utf8")); + let index = 0, + failure, + socket, + upstream; + const ids = new Map(); + const server = new WebSocketServer({ port: 0, host: "127.0.0.1" }); + await new Promise((resolve) => server.once("listening", resolve)); + function remap(value) { + if (Array.isArray(value)) return value.map(remap); + if (value && typeof value === "object") + return Object.fromEntries( + Object.entries(value).map(([k, v]) => [k, remap(v)]), + ); + return typeof value === "string" ? (ids.get(value) ?? value) : value; + } + function match(actual, expected, key = "") { + if ( + typeof actual === "string" && + typeof expected === "string" && + ["event_id", "id", "previous_item_id", "client_event_id"].includes(key) + ) { + if (!ids.has(expected)) ids.set(expected, actual); + assert.equal(actual, ids.get(expected)); + return; + } + if (Array.isArray(expected)) { + assert.equal(actual.length, expected.length); + expected.forEach((v, i) => match(actual[i], v)); + return; + } + if (expected && typeof expected === "object") { + assert.deepEqual( + Object.keys(actual).sort(), + Object.keys(expected).sort(), + ); + for (const [k, v] of Object.entries(expected)) match(actual[k], v, k); + return; + } + assert.deepEqual(actual, expected); + } + const pump = () => { + while ( + index < events.length && + events[index].direction === "receive" && + socket.readyState === WebSocket.OPEN + ) + socket.send(JSON.stringify(remap(events[index++].message))); + }; + server.on("connection", (client, request) => { + if (socket) { + failure ??= new Error("Unexpected realtime reconnect"); + client.close(); + return; + } + socket = client; + if (record) { + upstream = new WebSocket(`wss://api.openai.com${request.url}`, { + headers: { Authorization: `Bearer ${process.env.OPENAI_API_KEY}` }, + }); + const pending = []; + client.on("message", (data) => { + const message = JSON.parse(data.toString()); + events.push({ direction: "send", message }); + if (upstream.readyState === WebSocket.OPEN) + upstream.send(data.toString()); + else pending.push(data.toString()); + }); + upstream.on("open", () => + pending.splice(0).forEach((data) => upstream.send(data)), + ); + upstream.on("message", (data) => { + const message = JSON.parse(data.toString()); + events.push({ direction: "receive", message }); + if (client.readyState === WebSocket.OPEN) client.send(data.toString()); + }); + upstream.on("error", () => { + failure = new Error("Realtime upstream connection failed"); + client.close(); + }); + client.on("close", () => upstream.close()); + } else { + client.on("message", (data) => { + try { + assert.equal( + events[index]?.direction, + "send", + `Unexpected outgoing message at ${index}`, + ); + match(JSON.parse(data.toString()), events[index++].message); + pump(); + } catch (error) { + console.error("WebSocket cassette mismatch at", index, error); + failure = error; + client.close(); + } + }); + pump(); + } + }); + return { + baseURL: `http://127.0.0.1:${server.address().port}/v1`, + async close() { + socket?.terminate(); + upstream?.terminate(); + await new Promise((resolve) => server.close(resolve)); + if (failure) throw failure; + if (record) { + await mkdir(dirname(path), { recursive: true }); + await writeFile(path, JSON.stringify(events, null, 2) + "\n"); + } else + assert.equal( + index, + events.length, + "WebSocket cassette not fully consumed", + ); + }, + }; +} diff --git a/e2e/scenarios/livekit-instrumentation/worker.mjs b/e2e/scenarios/livekit-instrumentation/worker.mjs new file mode 100644 index 000000000..0bab711be --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/worker.mjs @@ -0,0 +1,14 @@ +import { fork } from "node:child_process"; +import { Worker } from "node:worker_threads"; +const env = { ...process.env, LIVEKIT_AUTO_MODE: "off" }; +const entry = new URL("./automatic.mjs", import.meta.url); +const worker = + process.env.LIVEKIT_AUTO_MODE === "fork" + ? fork(entry, [], { env }) + : new Worker(entry, { env }); +await new Promise((resolve, reject) => { + worker.on("error", reject); + worker.on("exit", (code) => + code ? reject(new Error(`Worker exited ${code}`)) : resolve(), + ); +}); diff --git a/js/package.json b/js/package.json index 6c09f52dd..ea4a23f96 100644 --- a/js/package.json +++ b/js/package.json @@ -143,6 +143,11 @@ "import": "./dist/auto-instrumentations/bundler/rollup.mjs", "module": "./dist/auto-instrumentations/bundler/rollup.mjs", "require": "./dist/auto-instrumentations/bundler/rollup.cjs" + }, + "./livekit": { + "types": "./dist/livekit.d.ts", + "import": "./dist/livekit.mjs", + "require": "./dist/livekit.js" } }, "files": [ diff --git a/js/src/auto-instrumentations/configs/all.ts b/js/src/auto-instrumentations/configs/all.ts index deb7aad8f..de0cc608a 100644 --- a/js/src/auto-instrumentations/configs/all.ts +++ b/js/src/auto-instrumentations/configs/all.ts @@ -1,3 +1,4 @@ +import { livekitConfigs } from "./livekit"; import type { InstrumentationConfig } from "../orchestrion-js"; import { isInstrumentationIntegrationDisabled, @@ -124,6 +125,10 @@ const defaultInstrumentationConfigGroups: readonly InstrumentationConfigGroup[] integrations: ["strandsAgentSDK"], configs: strandsAgentSDKConfigs, }, + { + integrations: ["livekit"], + configs: livekitConfigs, + }, { integrations: ["flue"], configs: flueConfigs, diff --git a/js/src/auto-instrumentations/configs/livekit.ts b/js/src/auto-instrumentations/configs/livekit.ts new file mode 100644 index 000000000..243c279af --- /dev/null +++ b/js/src/auto-instrumentations/configs/livekit.ts @@ -0,0 +1,88 @@ +import type { InstrumentationConfig } from "../orchestrion-js"; +import { livekitChannels } from "../../instrumentation/plugins/livekit-channels"; +// Private lifecycle hooks: widen only after validating the supported release matrix. +export const livekitConfigs: InstrumentationConfig[] = [ + [ + "pipeline", + "agent_activity", + "AgentActivity", + "_pipelineReplyTaskImpl", + "Async", + ], + [ + "conversation", + "agent_session", + "AgentSession", + "_conversationItemAdded", + "Sync", + ], + [ + "userCompleted", + "agent_activity", + "AgentActivity", + "userTurnCompleted", + "Async", + ], + [ + "realtime", + "agent_activity", + "AgentActivity", + "_realtimeGenerationTaskImpl", + "Async", + ], + ["start", "agent_session", "AgentSession", "_startImpl", "Async"], + ["close", "agent_session", "AgentSession", "closeImpl", "Async"], + ["output", "agent_session", "AgentSession", "onAudioOutputChanged", "Sync"], + ["input", "agent_activity", "AgentActivity", "attachAudioInput", "Sync"], + ["activity", "agent_activity", "AgentActivity", "_startSessionImpl", "Async"], + ["userTurn", "agent_activity", "AgentActivity", "onEndOfTurn", "Async"], +].map(([channel, file, className, methodName, kind]) => ({ + channelName: + livekitChannels[channel as keyof typeof livekitChannels].channelName, + module: { + name: "@livekit/agents", + versionRange: ">=1.9.1 <1.10.0", + filePath: `dist/voice/${file}.js`, + }, + functionQuery: { className, methodName, kind: kind as "Async" | "Sync" }, +})); + +// These factories create the async inference workers inside the scoped call. +// Suppressing here leaves tool execution and other session work instrumented. +for (const functionName of ["performLLMInference", "performTTSInference"]) { + livekitConfigs.push({ + channelName: livekitChannels.inference.channelName, + module: { + name: "@livekit/agents", + versionRange: ">=1.9.1 <1.10.0", + filePath: "dist/voice/generation.js", + }, + functionQuery: { functionName, kind: "Sync" }, + }); +} + +// Observe the native tracer at its stable function boundary; preserve providers. +for (const [methodName, kind] of [ + ["startSpan", "Sync"], + ["startActiveSpan", "Async"], + ["startActiveSpanSync", "Sync"], +] as const) { + livekitConfigs.push({ + channelName: livekitChannels.trace.channelName, + module: { + name: "@livekit/agents", + versionRange: ">=1.9.1 <1.10.0", + filePath: "dist/telemetry/traces.js", + }, + functionQuery: { className: "DynamicTracer", methodName, kind }, + }); +} +livekitConfigs.push({ + channelName: livekitChannels.provider.channelName, + module: { + name: "@livekit/agents", + versionRange: ">=1.9.1 <1.10.0", + filePath: "dist/telemetry/traces.js", + }, + functionQuery: { functionName: "setTracerProvider", kind: "Sync" }, +}); diff --git a/js/src/instrumentation/braintrust-plugin.ts b/js/src/instrumentation/braintrust-plugin.ts index 93015d351..09360940f 100644 --- a/js/src/instrumentation/braintrust-plugin.ts +++ b/js/src/instrumentation/braintrust-plugin.ts @@ -1,3 +1,4 @@ +import { LiveKitPlugin } from "./plugins/livekit-plugin"; import { BasePlugin } from "./core"; import { OpenAIPlugin } from "./plugins/openai-plugin"; import { OpenAICodexPlugin } from "./plugins/openai-codex-plugin"; @@ -83,6 +84,7 @@ export class BraintrustPlugin extends BasePlugin { private bedrockRuntimePlugin: BedrockRuntimePlugin | null = null; private genkitPlugin: GenkitPlugin | null = null; private gitHubCopilotPlugin: GitHubCopilotPlugin | null = null; + private livekitPlugin: LiveKitPlugin | null = null; private fluePlugin: FluePlugin | null = null; private langChainPlugin: LangChainPlugin | null = null; private langSmithPlugin: LangSmithPlugin | null = null; @@ -99,8 +101,27 @@ export class BraintrustPlugin extends BasePlugin { this.config = config; } + configureLiveKit(value: InstrumentationIntegrationsConfig["livekit"]) { + this.livekitPlugin?.configure(typeof value === "object" ? value : {}); + if (value === false) { + this.livekitPlugin?.disable(); + this.livekitPlugin = null; + } else if (!this.livekitPlugin) { + this.livekitPlugin = new LiveKitPlugin( + typeof value === "object" ? value : {}, + ); + this.livekitPlugin.enable(); + } + } + protected onEnable(): void { const integrations = this.config.integrations ?? {}; + if (integrations.livekit !== false) { + this.livekitPlugin = new LiveKitPlugin( + typeof integrations.livekit === "object" ? integrations.livekit : {}, + ); + this.livekitPlugin.enable(); + } // Enable OpenAI integration (default: true) if (integrations.openai !== false) { @@ -287,6 +308,8 @@ export class BraintrustPlugin extends BasePlugin { } protected onDisable(): void { + this.livekitPlugin?.disable(); + this.livekitPlugin = null; if (this.openaiPlugin) { this.openaiPlugin.disable(); this.openaiPlugin = null; diff --git a/js/src/instrumentation/config.ts b/js/src/instrumentation/config.ts index 057191b68..c172620ae 100644 --- a/js/src/instrumentation/config.ts +++ b/js/src/instrumentation/config.ts @@ -1,3 +1,4 @@ +import type { LiveKitOptions } from "./livekit/options"; export type SpanExportData = Record; export interface SpanCustomizer { @@ -19,6 +20,7 @@ export interface SpanCustomizer { } export interface InstrumentationIntegrationsConfig { + livekit?: boolean | LiveKitOptions; openai?: boolean; anthropic?: boolean; vercel?: boolean; @@ -81,6 +83,8 @@ const envIntegrationAliases: Record< string, keyof InstrumentationIntegrationsConfig > = { + livekit: "livekit", + "@livekit/agents": "livekit", openai: "openai", "openai-codex": "openaiCodexSDK", "openai-codex-sdk": "openaiCodexSDK", @@ -172,6 +176,7 @@ export function getDefaultInstrumentationIntegrations(): Record< boolean > { return { + livekit: true, openai: true, openaiCodexSDK: true, anthropic: true, diff --git a/js/src/instrumentation/livekit/audio.ts b/js/src/instrumentation/livekit/audio.ts new file mode 100644 index 000000000..e7e8fe1f6 --- /dev/null +++ b/js/src/instrumentation/livekit/audio.ts @@ -0,0 +1,80 @@ +/** Structural boundary for the optional recording extension; core builds without it. */ +export interface RecordingOptions { + segmentDurationSeconds?: number; + maxDurationSeconds?: number; + maxBufferBytes?: number; + flushFraction?: number; +} +export interface Packet { + pcm: Int16Array; + rate: number; + channels: number; + channel: number; + at: number; +} +export interface Selection { + recording_span_id: string; + recording_id: string; + start_offset_ms: number; + end_offset_ms: number; + channel_index: number; +} +type RecordingSpan = { + spanId: string; + log(event: { input?: unknown; metadata?: Record }): void; +}; +export interface Recording { + recorder: { + readonly reason?: string; + readonly formats: ReadonlyMap< + number, + ReadonlyMap + >; + stop(reason: string): void; + copy(pcm: Int16Array): Int16Array | undefined; + release(pcm: Int16Array): void; + append(packet: Packet): boolean; + record(packet: Packet): boolean; + advance(watermark: number): void; + drain(): Promise; + finish(): Promise; + }; + timeline: { + CALL_SAMPLE_RATE: number; + msToSamples(milliseconds: number, sampleRate?: number): number; + samplesToMs(samples: number, sampleRate?: number): number; + pcmBytesToMs(bytes: number, sampleRate: number, channels: number): number; + }; + publishManifest(): void; + publishSelections(): void; +} +export interface AudioExtension { + createRecording(config: { + options?: RecordingOptions; + audioFormat?: "ogg" | "wav"; + encoder?: { module: string }; + span: RecordingSpan; + flush(): Promise; + snapshot(): { + origin: number; + basis: string; + source(channel: number): Record; + closed: boolean; + metadata?: Record; + }; + targets(): Iterable<{ + span: Pick; + intervals: Selection[]; + alias?: boolean; + metadata?: Record; + }>; + createAttachment(options: { + data: Uint8Array; + filename: string; + contentType: string; + }): { + upload(): Promise<{ upload_status: string; error_message?: string }>; + reference: unknown; + }; + }): Recording; +} diff --git a/js/src/instrumentation/livekit/capture-state.ts b/js/src/instrumentation/livekit/capture-state.ts new file mode 100644 index 000000000..17298f06c --- /dev/null +++ b/js/src/instrumentation/livekit/capture-state.ts @@ -0,0 +1,70 @@ +/* eslint-disable @typescript-eslint/no-explicit-any */ +import type { Capture, Packet } from "./runtime"; +const MAX_PACKETS = 100000; +export function omit(c: Capture, reason: string) { + c.recorder.stop(reason); +} +export function release(c: Capture) { + c.inputStream = undefined; +} +export function advance(c: Capture) { + const wall = Date.now() - c.origin - 1000; + c.recorder.advance( + Math.min( + wall, + c.user ? (c.inputEnd ?? 0) : wall, + ...c.outputHolds.values(), + ), + ); +} +export function copyFrame(c: Capture, frame: any): Int16Array | undefined { + if (c.closed || c.recorder.reason) return; + if ( + !(frame?.data instanceof Int16Array) || + !Number.isInteger(frame.sampleRate) || + frame.sampleRate < 8000 || + frame.sampleRate > 96000 || + ![1, 2].includes(frame.channels) || + frame.data.length % frame.channels + ) { + omit(c, "unsupported_frame_format"); + return; + } + if (!frame.data.length) return; + return c.recorder.copy(frame.data); +} +export function packet(c: Capture, p: Packet): boolean { + return c.recorder.append(p); +} +export function select( + c: Capture, + owner: string | undefined, + start: number, + end: number, + channel: number, +) { + if (!owner || !(end > start)) return; + const list = c.selections.get(owner) ?? []; + const previous = list.at(-1); + if ( + previous && + previous.channel_index === channel && + start >= previous.start_offset_ms && + start <= previous.end_offset_ms + 1 / 24 + ) { + previous.end_offset_ms = Math.max(previous.end_offset_ms, end); + return; + } + if (list.length >= MAX_PACKETS) { + omit(c, "selection_limit"); + return; + } + list.push({ + recording_span_id: c.row.span.spanId, + recording_id: "call", + start_offset_ms: start, + end_offset_ms: end, + channel_index: channel, + }); + c.selections.set(owner, list); +} diff --git a/js/src/instrumentation/livekit/capture.test.ts b/js/src/instrumentation/livekit/capture.test.ts new file mode 100644 index 000000000..0f4c3f10a --- /dev/null +++ b/js/src/instrumentation/livekit/capture.test.ts @@ -0,0 +1,370 @@ +import { SegmentExporter } from "../../../../integrations/audio/src/exporter"; +import * as timeline from "../../../../integrations/audio/src/timeline"; +import { mergeSelections } from "../../../../integrations/audio/src/selections"; +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +import { EventEmitter } from "node:events"; +import { afterEach, expect, test, vi } from "vitest"; +import { instrumentInput, instrumentOutput, release } from "./capture"; +import { + Recorder, + type RecordingOptions, +} from "../../../../integrations/audio/src/recorder"; +import type { EncodedAudio } from "../../../../integrations/audio/src/segment"; +import type { Capture } from "./runtime"; +import { encodeCall } from "../../../../integrations/audio/src/pcm"; +const captures: Capture[] = []; +function capture( + options: RecordingOptions = {}, +): Capture & { files: EncodedAudio[]; recorder: Recorder } { + const files: EncodedAudio[] = []; + const c: Capture & { files: EncodedAudio[]; recorder: Recorder } = { + files, + timeline, + session: { + activity: { + currentSpeech: { + _agentTurnSpan: { spanContext: () => ({ spanId: "turn" }) }, + }, + }, + }, + row: { span: { spanId: "session" } } as any, + user: true, + agent: true, + origin: Date.now() - 100, + recorder: new Recorder( + options, + new SegmentExporter( + async (packets, durationMs) => ({ + ...encodeCall(packets, durationMs), + mimeType: "audio/wav", + sampleRate: 24000, + }), + ({ data }) => ({ + reference: {}, + upload: async () => { + files.push({ + bytes: data, + durationMs: (data.length - 44) / 96, + mimeType: "audio/wav", + sampleRate: 24000, + }); + return { upload_status: "done" }; + }, + }), + ), + async () => {}, + ), + inputTimeline: [], + inputDurationMs: 0, + outputHolds: new Map(), + closed: false, + selections: new Map(), + events: new Map(), + cleanups: [], + }; + captures.push(c); + return c; +} +const frame = (samples = 480, value = 1234) => ({ + data: new Int16Array(samples).fill(value), + sampleRate: 24000, + channels: 1, +}); +afterEach(async () => { + for (const c of captures.splice(0)) { + for (const f of c.cleanups) f(); + await c.recorder.finish(); + release(c); + } +}); +test("input tap preserves read values, cancellation and locks; copies mutable PCM", async () => { + const c = capture(), + f = frame(); + let cancelled = false; + const stream = new ReadableStream({ + start(ctrl) { + ctrl.enqueue(f); + }, + cancel() { + cancelled = true; + }, + }); + instrumentInput(c, stream); + const reader = stream.getReader(); + expect((await reader.read()).value).toBe(f); + f.data.fill(0); + await c.recorder.finish(); + expect( + new DataView(c.files[0].bytes.buffer).getInt16( + c.files[0].bytes.length - 4, + true, + ), + ).toBe(1234); + await reader.cancel(); + reader.releaseLock(); + expect(cancelled).toBe(true); + expect(stream.locked).toBe(false); +}); +test("disabled capture does not wrap input or output", () => { + const c = capture({ segmentDurationSeconds: 0.02 }); + c.user = false; + c.agent = false; + const stream = new ReadableStream(), + getReader = stream.getReader; + const sink = new EventEmitter() as any; + sink.captureFrame = async () => {}; + const original = sink.captureFrame; + instrumentInput(c, stream); + instrumentOutput(c, sink, false); + expect(stream.getReader).toBe(getReader); + expect(sink.captureFrame).toBe(original); +}); +test("interruption includes only sink progress ranges, excluding queued tail and pauses", async () => { + const c = capture(), + sink = new EventEmitter() as any; + sink.captureFrame = async () => {}; + sink.flush = () => {}; + sink.clearBuffer = () => {}; + instrumentOutput(c, sink, false); + await sink.captureFrame(frame(2400)); // 100ms generated + sink.emit("playbackProgressed", { + startedAt: c.origin + 10, + offset: 0, + duration: 20, + }); + sink.emit("playbackProgressed", { + startedAt: c.origin + 60, + offset: 40, + duration: 20, + }); + sink.emit("playbackFinished", { + playbackPosition: 0.04, + interrupted: true, + synchronizedTranscript: "private", + }); + const ranges = mergeSelections(c.selections.get("turn")!); + expect(ranges.map((s) => [s.start_offset_ms, s.end_offset_ms])).toEqual([ + [10, 30], + [60, 80], + ]); + + expect( + c.events.get("turn")![0].attributes.synchronizedTranscript, + ).toBeUndefined(); + await c.recorder.finish(); + const wav = c.files[0]; + expect(wav.durationMs).toBe(80); + const view = new DataView(wav.bytes.buffer); + expect(view.getUint16(22, true)).toBe(2); + expect(view.getInt16(44 + 240 * 4 + 2, true)).toBe(1234); + expect(view.getInt16(44 + 960 * 4 + 2, true)).toBe(0); +}); +test("synchronous completion during an in-flight capture is settled after acceptance", async () => { + const c = capture(), + sink = new EventEmitter() as any; + sink.captureFrame = async () => { + sink.emit("playbackStarted", { createdAt: c.origin + 10 }); + sink.emit("playbackFinished", { + playbackPosition: 0.02, + interrupted: false, + }); + }; + instrumentOutput(c, sink, true); + await sink.captureFrame(frame()); + await c.recorder.finish(); + expect(c.files).toHaveLength(1); + expect(c.selections.get("turn")![0].end_offset_ms).toBe(30); +}); +test("failed capture preserves the original exception and cannot claim retained output", async () => { + const c = capture(), + sink = new EventEmitter() as any, + error = new Error("sink failure"); + sink.captureFrame = async () => { + throw error; + }; + instrumentOutput(c, sink, false); + await expect(sink.captureFrame(frame())).rejects.toBe(error); + expect(c.recorder.reason).toBe("output_capture_failed"); + await c.recorder.finish(); + expect(c.files).toHaveLength(0); +}); +test("unknown interrupted playout is omitted rather than guessed from span timestamps", async () => { + const c = capture(), + sink = new EventEmitter() as any; + sink.captureFrame = async () => {}; + instrumentOutput(c, sink, false); + await sink.captureFrame(frame()); + sink.emit("playbackFinished", { playbackPosition: 0.01, interrupted: true }); + expect(c.recorder.reason).toBe("output_playout_mapping_unavailable"); +}); +test("worker preserves channel separation and frame duration at different rates", () => { + const result = encodeCall([ + { + pcm: new Int16Array(160).fill(1000), + rate: 8000, + channels: 1, + channel: 0, + at: 0, + }, + { + pcm: new Int16Array(960).fill(-1000), + rate: 48000, + channels: 1, + channel: 1, + at: 0, + }, + ]); + expect(result.durationMs).toBe(20); + const view = new DataView(result.bytes.buffer); + expect(view.getInt16(44, true)).toBe(1000); + expect(view.getInt16(46, true)).toBe(-1000); +}); +test("byte budget stops capture and releases staged output without changing I/O", async () => { + const c = capture({ maxBufferBytes: 960 }), + sink = new EventEmitter() as any; + let accepted = 0; + sink.captureFrame = async () => { + accepted++; + }; + instrumentOutput(c, sink, false); + await sink.captureFrame(frame()); + await sink.captureFrame(frame()); + expect(accepted).toBe(2); + expect(c.recorder.reason).toBe("capture_byte_limit"); + sink.emit("playbackFinished", { playbackPosition: 0.04, interrupted: false }); + await c.recorder.finish(); + expect(c.files).toHaveLength(0); +}); +test("buffered input frames retain all samples instead of overwriting equal arrival times", async () => { + const c = capture(); + const stream = new ReadableStream({ + start(controller) { + controller.enqueue(frame(480, 1000)); + controller.enqueue(frame(480, 2000)); + controller.close(); + }, + }); + instrumentInput(c, stream); + const reader = stream.getReader(); + await reader.read(); + await reader.read(); + reader.releaseLock(); + await c.recorder.finish(); + const wav = c.files[0], + view = new DataView(wav.bytes.buffer); + const last = wav.bytes.length - 4; + expect(view.getInt16(last, true)).toBe(2000); + expect(view.getInt16(last - 480 * 4, true)).toBe(1000); +}); +test("input source replacement is explicit and concurrent sessions cannot steal capture", () => { + const a = capture(), + b = capture(); + const stream = new ReadableStream(); + instrumentInput(a, stream); + instrumentInput(b, stream); + expect(a.recorder.reason).toBe("shared_input_unsupported"); + expect(b.recorder.reason).toBe("shared_input_unsupported"); + const c = capture(); + instrumentInput(c, new ReadableStream()); + instrumentInput(c, new ReadableStream()); + expect(c.recorder.reason).toBe("input_source_change_unsupported"); +}); + +test("confirmed playback rotates during a still-open utterance and interruption discards only its queued tail", async () => { + const c = capture({ segmentDurationSeconds: 0.02 }); + c.user = false; + c.origin = Date.now() - 5000; + const sink = new EventEmitter() as any; + sink.captureFrame = async () => {}; + instrumentOutput(c, sink, false); + await sink.captureFrame(frame()); + sink.emit("playbackProgressed", { + startedAt: c.origin, + offset: 0, + duration: 20, + }); + await c.recorder.drain(); + expect(c.recorder.segments).toMatchObject([{ state: "ready", end: 20 }]); + expect(c.closed).toBe(false); + expect(c.recorder.retainedBytes).toBe(0); + await sink.captureFrame(frame()); + sink.emit("playbackFinished", { playbackPosition: 0.02, interrupted: true }); + expect(c.recorder.retainedBytes).toBe(0); + expect(c.selections.get("turn")).toMatchObject([ + { start_offset_ms: 0, end_offset_ms: 20 }, + ]); +}); + +test("continuous input uses sample time despite late delivery and preserves actual silent samples", async () => { + let now = 10020; + const clock = vi.spyOn(Date, "now").mockImplementation(() => now); + const files: Uint8Array[] = []; + const c = capture(); + c.origin = 10000; + c.recorder = new Recorder( + {}, + new SegmentExporter( + async (packets, durationMs) => ({ + ...encodeCall(packets, durationMs), + mimeType: "audio/wav", + sampleRate: 24000, + }), + ({ data }) => ({ + reference: {}, + upload: async () => { + files.push(data); + return { upload_status: "done" }; + }, + }), + ), + async () => {}, + ); + const stream = new ReadableStream({ + start(controller) { + for (const value of [1234, 0, 2345]) + controller.enqueue(frame(480, value)); + controller.close(); + }, + }); + try { + instrumentInput(c, stream); + const reader = stream.getReader(); + for (const time of [10020, 10041, 10062]) { + now = time; + await reader.read(); + } + reader.releaseLock(); + await c.recorder.finish(); + const wav = new DataView(files[0].buffer); + expect((files[0].length - 44) / 4).toBe(1440); + for (let i = 0; i < 1440; i++) + expect(wav.getInt16(44 + i * 4, true)).toBe( + i < 480 ? 1234 : i < 960 ? 0 : 2345, + ); + } finally { + clock.mockRestore(); + } +}); + +test("shared output stops both recordings without changing application playback", async () => { + const a = capture(), + b = capture(); + a.user = b.user = false; + const sink = new EventEmitter() as any; + const delivered: unknown[] = []; + sink.captureFrame = async (value: unknown) => { + delivered.push(value); + return "played"; + }; + instrumentOutput(a, sink, false); + instrumentOutput(b, sink, false); + const audio = frame(); + expect(await sink.captureFrame(audio)).toBe("played"); + sink.emit("playbackFinished", { playbackPosition: 0.02, interrupted: false }); + await Promise.all([a.recorder.finish(), b.recorder.finish()]); + expect(delivered).toEqual([audio]); + expect(a.files).toEqual([]); + expect(b.files).toEqual([]); + expect(a.recorder.reason).toBe("shared_output_unsupported"); + expect(b.recorder.reason).toBe("shared_output_unsupported"); +}); diff --git a/js/src/instrumentation/livekit/capture.ts b/js/src/instrumentation/livekit/capture.ts new file mode 100644 index 000000000..2c9f0fa20 --- /dev/null +++ b/js/src/instrumentation/livekit/capture.ts @@ -0,0 +1,83 @@ +/* eslint-disable @typescript-eslint/no-explicit-any */ +import { observe, type Capture } from "./runtime"; +import { omit, copyFrame, packet, advance } from "./capture-state"; +export { select, release } from "./capture-state"; +export { instrumentOutput } from "./playback"; +const readers = new WeakMap(); +// Tap the reader already requested by LiveKit. No tee, prefetch, or extra consumer. +// Keeping the original stream lets LiveKit release/reacquire its lock on handoff. +export function instrumentInput(c: Capture, stream: any) { + if (!c.user || c.closed || !stream?.getReader) return; + if (c.inputStream && c.inputStream !== stream) { + omit(c, "input_source_change_unsupported"); + return; + } + const previous = readers.get(stream); + if (previous && previous !== c && !previous.closed) { + omit(previous, "shared_input_unsupported"); + omit(c, "shared_input_unsupported"); + return; + } + c.inputStream = stream; + readers.set(stream, c); + const marker = Symbol.for("braintrust.livekit.input"); + if (stream[marker]) return; + stream[marker] = true; + const getReader = stream.getReader; + stream.getReader = function (...args: any[]) { + const reader: any = Reflect.apply(getReader, this, args); + const read = reader.read; + reader.read = async function (...readArgs: any[]) { + const value: any = await Reflect.apply(read, this, readArgs); + observe(() => { + const owner = readers.get(stream); + if (!owner || owner.closed || value.done) return; + const frame = value.value; + const pcm = copyFrame(owner, frame); + if (!pcm) return; + const duration = owner.timeline.pcmBytesToMs( + pcm.byteLength, + frame.sampleRate, + frame.channels, + ); + // This input is an ordered PCM stream, including silent samples. Anchor + // once to the session epoch; scheduler jitter is not missing audio. + // Source replacement is rejected above rather than joining unrelated clocks. + const at = + owner.inputEnd ?? Math.max(0, Date.now() - owner.origin - duration); + owner.inputEnd = at + duration; + if ( + packet(owner, { + pcm, + rate: frame.sampleRate, + channels: frame.channels, + channel: 0, + at, + }) + ) { + const previous = owner.inputTimeline.at(-1); + if ( + previous && + previous.rate === frame.sampleRate && + previous.channels === frame.channels + ) + previous.duration += duration; + else + owner.inputTimeline.push({ + at, + duration, + rate: frame.sampleRate, + channels: frame.channels, + sampleStart: owner.inputDurationMs, + }); + owner.inputDurationMs += duration; + if (owner.inputTimeline.length > 100000) + omit(owner, "input_alignment_limit"); + advance(owner); + } + }); + return value; + }; + return reader; + }; +} diff --git a/js/src/instrumentation/livekit/node/audio-options.test.ts b/js/src/instrumentation/livekit/node/audio-options.test.ts new file mode 100644 index 000000000..738614b04 --- /dev/null +++ b/js/src/instrumentation/livekit/node/audio-options.test.ts @@ -0,0 +1,73 @@ +import { beforeEach, afterEach, expect, test, vi } from "vitest"; +import * as extension from "../../../../../integrations/audio/src/index"; +import { resolveAudioOptions } from "./audio-options"; +beforeEach(() => { + for (const key of [ + "BRAINTRUST_CAPTURE_ATTACHMENTS", + "BRAINTRUST_CAPTURE_USER_AUDIO_ATTACHMENTS", + "BRAINTRUST_CAPTURE_AGENT_AUDIO_ATTACHMENTS", + ]) + vi.stubEnv(key, undefined); +}); +afterEach(() => { + vi.unstubAllEnvs(); + vi.restoreAllMocks(); +}); +test("disabled capture never loads the recording extension, even when installed and environment-enabled", () => { + vi.stubEnv("BRAINTRUST_CAPTURE_AGENT_AUDIO_ATTACHMENTS", "true"); + const load = vi.fn(() => extension); + expect(resolveAudioOptions({ captureAudio: false }, load)).toEqual({ + user: false, + agent: false, + }); + expect(load).not.toHaveBeenCalled(); +}); +test.each(["true", "1", " TRUE "])( + "participant options override the %s audio environment opt-in", + (value) => { + vi.stubEnv("BRAINTRUST_CAPTURE_ATTACHMENTS", "false"); + vi.stubEnv("BRAINTRUST_CAPTURE_AGENT_AUDIO_ATTACHMENTS", value); + vi.stubEnv("BRAINTRUST_CAPTURE_USER_AUDIO_ATTACHMENTS", "false"); + const load = vi.fn(() => extension); + expect(resolveAudioOptions({}, load)).toEqual({ + user: false, + agent: true, + extension, + }); + expect( + resolveAudioOptions( + { captureAudio: false, captureAgentAudio: true }, + load, + ), + ).toEqual({ user: false, agent: true, extension }); + }, +); +test.each([undefined, "wav", "ogg"] as const)( + "%s uses the recording extension and gracefully handles its absence", + (audioFormat) => { + const load = vi.fn(() => extension); + expect( + resolveAudioOptions({ captureAudio: true, audioFormat }, load), + ).toEqual({ user: true, agent: true, extension }); + expect(load).toHaveBeenCalledTimes(1); + vi.spyOn(console, "warn").mockImplementation(() => {}); + expect( + resolveAudioOptions({ captureAudio: true, audioFormat }, () => { + throw new Error("missing"); + }), + ).toEqual({ user: false, agent: false }); + }, +); + +test("generic attachment capture does not enable voice recording or load the extension", () => { + vi.stubEnv("BRAINTRUST_CAPTURE_ATTACHMENTS", "true"); + const load = vi.fn(() => extension); + expect(resolveAudioOptions({}, load)).toEqual({ user: false, agent: false }); + expect(load).not.toHaveBeenCalled(); + vi.stubEnv("BRAINTRUST_CAPTURE_USER_AUDIO_ATTACHMENTS", "true"); + expect(resolveAudioOptions({}, load)).toEqual({ + user: true, + agent: false, + extension, + }); +}); diff --git a/js/src/instrumentation/livekit/node/audio-options.ts b/js/src/instrumentation/livekit/node/audio-options.ts new file mode 100644 index 000000000..141b808c9 --- /dev/null +++ b/js/src/instrumentation/livekit/node/audio-options.ts @@ -0,0 +1,44 @@ +import type { AudioExtension } from "../audio"; +import { createRequire } from "node:module"; +import { join } from "node:path"; +import type { LiveKitOptions } from "../options"; + +export function resolveAudioOptions( + options: LiveKitOptions, + loadExtension: () => AudioExtension = () => { + const app = createRequire(join(process.cwd(), "package.json")); + return app("@braintrust/audio"); + }, +) { + const flag = (name: string) => { + const value = process.env[name]; + return ( + value !== undefined && ["1", "true"].includes(value.trim().toLowerCase()) + ); + }; + const user = + options.captureUserAudio ?? + options.captureAudio ?? + flag("BRAINTRUST_CAPTURE_USER_AUDIO_ATTACHMENTS"); + const agent = + options.captureAgentAudio ?? + options.captureAudio ?? + flag("BRAINTRUST_CAPTURE_AGENT_AUDIO_ATTACHMENTS"); + // No extension resolution, loading, or capture work unless recording is enabled. + if (!user && !agent) return { user, agent }; + if ( + options.audioFormat !== undefined && + options.audioFormat !== "wav" && + options.audioFormat !== "ogg" + ) + throw new Error("Invalid LiveKit audio format"); + try { + return { user, agent, extension: loadExtension() }; + } catch { + // eslint-disable-next-line no-restricted-properties -- actionable configuration diagnostic, once per processor. + console.warn( + "LiveKit audio recording requires @braintrust/audio. Install it to enable recordings. Non-audio tracing remains enabled.", + ); + return { user: false, agent: false }; + } +} diff --git a/js/src/instrumentation/livekit/node/auto.ts b/js/src/instrumentation/livekit/node/auto.ts new file mode 100644 index 000000000..aa451f3bd --- /dev/null +++ b/js/src/instrumentation/livekit/node/auto.ts @@ -0,0 +1,105 @@ +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions -- structural boundary for the pinned LiveKit/OTel versions. */ +import { createRequire } from "node:module"; +import { join } from "node:path"; +import { currentLogger } from "../../../logger"; +import { runtime, observe, setPreparation } from "../runtime"; +import type { LiveKitOptions } from "../options"; +import { LiveKitSpanProcessor } from "../processor"; + +const observed = Symbol.for("braintrust.livekit.observed-tracer"); + +/** Only called by LiveKit's native tracer hooks, never by ordinary SDK startup. */ +function prepareLiveKit( + dynamic: any, + options: LiveKitOptions, + allowContent: boolean, +) { + const active = runtime(); + // A manually installed processor already receives native span callbacks. + if (active && !active.automatic) return true; + const logger = currentLogger(); + if (!logger) return false; + let processor = active as + | (LiveKitSpanProcessor & { automatic: boolean }) + | undefined; + const pii = process.env.LIVEKIT_TELEMETRY_ALLOW_PII; + const content = + process.env.OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT; + const captureContent = + (options.captureContent ?? true) && + allowContent && + content !== "false" && + !["0", "false", "no", "off"].includes(pii?.trim().toLowerCase() ?? ""); + + // With no provider configured, use the OTel dependency already installed by + // LiveKit. Register only against an undelegated API proxy. Existing providers, + // samplers, processors, and LiveKit Cloud provider setup remain untouched. + const provider = dynamic.getProvider(); + if ( + typeof provider.getDelegateTracer === "function" && + provider.getDelegateTracer("livekit-agents") === undefined + ) { + const app = createRequire(join(process.cwd(), "package.json")); + let entry: string; + try { + entry = app.resolve("@opentelemetry/sdk-trace-node"); + } catch { + entry = createRequire(app.resolve("@livekit/agents")).resolve( + "@opentelemetry/sdk-trace-node", + ); + } + const { NodeTracerProvider } = app(entry); + const owned = new NodeTracerProvider(); + owned.register(); + process.once("beforeExit", () => { + void owned.shutdown().catch(() => {}); + }); + } + if (!processor) { + processor = Object.assign( + new LiveKitSpanProcessor({ logger, ...options, captureContent }), + { automatic: true }, + ); + const owned = processor; + process.once("beforeExit", () => { + void owned.shutdown().catch(() => {}); + }); + } + processor.setContentCapture(captureContent); + const tracer = dynamic.getTracer(); + if (tracer[observed]) return true; + const target = processor; + const track = (span: any) => { + if (!span.isRecording()) return span; + observe(() => target.onStart(span)); + const end = span.end; + let ended = false; + span.end = function (...args: any[]) { + try { + return end.apply(this, args); + } finally { + if (!ended) { + ended = true; + // Native processors (including LiveKit redaction) see the span first. + observe(() => target.onEnd(span)); + } + } + }; + return span; + }; + // Decorate only LiveKit's tracer, not the application provider or global API. + dynamic.tracer = { + [observed]: true, + startSpan: (...args: any[]) => track(tracer.startSpan(...args)), + startActiveSpan: (...args: any[]) => { + const callback = args[args.length - 1]; + args[args.length - 1] = (span: any) => callback(track(span)); + return tracer.startActiveSpan(...args); + }, + }; + return true; +} + +export function configureLiveKit(): void { + setPreparation(prepareLiveKit); +} diff --git a/js/src/instrumentation/livekit/options.ts b/js/src/instrumentation/livekit/options.ts new file mode 100644 index 000000000..928b2430b --- /dev/null +++ b/js/src/instrumentation/livekit/options.ts @@ -0,0 +1,10 @@ +import type { RecordingOptions } from "./audio"; + +export interface LiveKitOptions { + captureContent?: boolean; + captureAudio?: boolean; + captureUserAudio?: boolean; + captureAgentAudio?: boolean; + audioFormat?: "ogg" | "wav"; + recording?: RecordingOptions; +} diff --git a/js/src/instrumentation/livekit/playback.ts b/js/src/instrumentation/livekit/playback.ts new file mode 100644 index 000000000..1c72913e8 --- /dev/null +++ b/js/src/instrumentation/livekit/playback.ts @@ -0,0 +1,274 @@ +/* eslint-disable @typescript-eslint/no-explicit-any */ +import { nativeId, observe, type Capture, type Packet } from "./runtime"; +import { omit, copyFrame, packet, advance, select } from "./capture-state"; +const MAX_PACKETS = 100000; +const outputs = new WeakMap(); +type PlaybackRun = { + frames: Packet[]; + duration: number; + owner?: string; + started?: number; + ranges: { offset: number; duration: number; startedAt: number }[]; + finished?: any; + inFlight: number; + hold: number; + processed: number; + hadProgress: boolean; +}; +export function instrumentOutput( + c: Capture, + sink: any, + captureContent: boolean, +) { + if (!c.agent || c.closed || !sink?.captureFrame || !sink.on) return; + if (outputs.get(sink) === c) return; + const previous = outputs.get(sink); + if (previous) { + if (!previous.closed) omit(previous, "shared_output_unsupported"); + omit(c, "shared_output_unsupported"); + return; + } + outputs.set(sink, c); + let current: PlaybackRun | undefined; + const segments: PlaybackRun[] = []; + function settle(segment: PlaybackRun) { + if (segment.inFlight || (!segment.finished && !segment.ranges.length)) + return; + const index = segments.indexOf(segment); + if (index < 0) return; + const finishing = !!segment.finished; + if (finishing) { + segments.splice(index, 1); + if (current === segment) current = undefined; + } + if (c.closed || c.recorder.reason) { + for (const frame of segment.frames) c.recorder.release(frame.pcm); + segment.frames = []; + c.outputHolds.delete(segment); + return; + } + const ev = segment.finished; + const ranges = segment.ranges.splice(0); + if ( + finishing && + !segment.hadProgress && + segment.started !== undefined && + !ev.interrupted + ) + ranges.push({ + startedAt: segment.started, + offset: 0, + duration: Math.min(segment.duration, ev.playbackPosition * 1000), + }); + if ( + finishing && + !ranges.length && + !segment.hadProgress && + segment.duration + ) { + omit(c, "output_playout_mapping_unavailable"); + for (const f of segment.frames) c.recorder.release(f.pcm); + segment.frames = []; + c.outputHolds.delete(segment); + return; + } + const moved = new Set(); + for (const range of ranges) { + if ( + ![range.startedAt, range.offset, range.duration].every( + Number.isFinite, + ) || + range.offset < segment.processed - c.timeline.samplesToMs(1) || + range.duration < 0 + ) { + omit(c, "invalid_playout_range"); + break; + } + const end = range.offset + range.duration; + for (const frame of segment.frames) { + const duration = c.timeline.pcmBytesToMs( + frame.pcm.byteLength, + frame.rate, + frame.channels, + ); + const from = Math.max(frame.at, range.offset), + to = Math.min(frame.at + duration, end); + if (to <= from) continue; + const lo = + Math.round(c.timeline.msToSamples(from - frame.at, frame.rate)) * + frame.channels; + const hi = + Math.round(c.timeline.msToSamples(to - frame.at, frame.rate)) * + frame.channels; + const at = Math.max( + 0, + range.startedAt - c.origin + from - range.offset, + ); + const pcm = frame.pcm.subarray(lo, hi); + const whole = lo === 0 && hi === frame.pcm.length; + if (whole) moved.add(frame.pcm.buffer); + const accepted = whole + ? packet(c, { ...frame, pcm, at }) + : c.recorder.record({ ...frame, pcm, at }); + if (accepted) + select( + c, + segment.owner, + at, + at + + c.timeline.pcmBytesToMs( + pcm.byteLength, + frame.rate, + frame.channels, + ), + 1, + ); + } + segment.processed = end; + // Only confirmed output advances this hold. Generated/queued audio never does. + segment.hold = Math.max(0, range.startedAt - c.origin + range.duration); + c.outputHolds.set(segment, segment.hold); + } + segment.frames = segment.frames.filter((frame) => { + const consumed = + finishing || + c.recorder.reason || + frame.at + + c.timeline.pcmBytesToMs( + frame.pcm.byteLength, + frame.rate, + frame.channels, + ) <= + segment.processed + c.timeline.samplesToMs(1); + if (consumed && !moved.has(frame.pcm.buffer)) + c.recorder.release(frame.pcm); + return !consumed; + }); + if (finishing) { + c.outputHolds.delete(segment); + if (segment.owner) { + const events = c.events.get(segment.owner) ?? []; + if (events.length < 256) + events.push({ + name: "playbackFinished", + time_unix_ms: Date.now(), + attributes: { + playbackPosition: ev.playbackPosition, + interrupted: ev.interrupted, + ...(captureContent && ev.synchronizedTranscript !== undefined + ? { synchronizedTranscript: ev.synchronizedTranscript } + : {}), + }, + }); + c.events.set(segment.owner, events); + } + c.publishSelections?.(); + } + advance(c); + } + const started = (ev: any) => + observe(() => { + const s = segments[0]; + if (s) s.started = ev.createdAt; + }); + const progressed = (ev: any) => + observe(() => { + const s = segments[0]; + if (s && s.ranges.length < MAX_PACKETS) { + s.hadProgress = true; + s.ranges.push({ + startedAt: ev.startedAt, + offset: ev.offset, + duration: ev.duration, + }); + settle(s); + } else if (s) omit(c, "playout_range_limit"); + }); + const finished = (ev: any) => + observe(() => { + const s = segments.find((s) => !s.finished); + if (s) { + s.finished = ev; + settle(s); + } + }); + sink.on("playbackStarted", started); + sink.on("playbackProgressed", progressed); + sink.on("playbackFinished", finished); + c.cleanups.push(() => { + sink.off?.("playbackStarted", started); + sink.off?.("playbackProgressed", progressed); + sink.off?.("playbackFinished", finished); + if (segments.some((s) => s.frames.length)) + omit(c, "unfinished_output_segment"); + for (const segment of segments) + for (const frame of segment.frames) c.recorder.release(frame.pcm); + segments.splice(0); + c.outputHolds.clear(); + current = undefined; + }); + const captureFrame = sink.captureFrame; + sink.captureFrame = async function (frame: any, ...args: any[]) { + let segment: PlaybackRun | undefined; + let pcm: Int16Array | undefined; + observe(() => { + if (c.closed || c.recorder.reason) return; + if (!current) { + current = { + frames: [], + duration: 0, + owner: nativeId(c.session.activity?.currentSpeech?._agentTurnSpan), + ranges: [], + inFlight: 0, + hold: Math.max(0, Date.now() - c.origin - 1000), + processed: 0, + hadProgress: false, + }; + segments.push(current); + c.outputHolds.set(current, current.hold); + } + segment = current; + segment.inFlight++; + pcm = copyFrame(c, frame); + }); + try { + const result = await Reflect.apply(captureFrame, this, [frame, ...args]); + observe(() => { + if (segment && pcm && !c.recorder.reason) { + segment.frames.push({ + pcm, + rate: frame.sampleRate, + channels: frame.channels, + channel: 1, + at: segment.duration, + }); + segment.duration += c.timeline.pcmBytesToMs( + pcm.byteLength, + frame.sampleRate, + frame.channels, + ); + } + }); + return result; + } catch (error) { + observe(() => omit(c, "output_capture_failed")); + throw error; + } finally { + observe(() => { + if (segment) { + segment.inFlight--; + settle(segment); + } + if (pcm && c.recorder.reason) c.recorder.release(pcm); + }); + } + }; + for (const method of ["flush", "clearBuffer"] as const) { + const original = sink[method]; + if (typeof original !== "function") continue; + sink[method] = function (...args: any[]) { + current = undefined; + return Reflect.apply(original, this, args); + }; + } +} diff --git a/js/src/instrumentation/livekit/processor.test.ts b/js/src/instrumentation/livekit/processor.test.ts new file mode 100644 index 000000000..d8a3da07e --- /dev/null +++ b/js/src/instrumentation/livekit/processor.test.ts @@ -0,0 +1,496 @@ +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +import { afterEach, expect, test, vi } from "vitest"; +import { EventEmitter } from "node:events"; +import { configureNode } from "../../node/config"; +configureNode(); +import { LiveKitSpanProcessor } from "./processor"; +import * as audioOptions from "./node/audio-options"; +import * as audioExtension from "../../../../integrations/audio/src/index"; +import * as audioWorker from "../../../../integrations/audio/src/worker"; +import { encodeCall } from "../../../../integrations/audio/src/pcm"; +import { Attachment } from "../../logger"; +import { channel, defineChannels } from "../core/channel-definitions"; +import { traceAsyncChannel } from "../core/channel-tracing"; +let processor: LiveKitSpanProcessor | undefined; +afterEach(async () => { + await processor?.shutdown(); + processor = undefined; +}); +function fixture( + captureContent = false, + options: Partial[0]> = {}, +) { + options = { audioFormat: "wav", ...options }; + const rows: { + args: any; + parent?: string; + logs: any[]; + end: any; + spanId: string; + }[] = []; + function owner(parent?: string): any { + return { + flush: async () => {}, + startSpan(args: any) { + const row = { + args, + parent, + logs: [] as any[], + end: undefined as any, + spanId: String(rows.length), + }; + rows.push(row); + return { + ...owner(row.spanId), + spanId: row.spanId, + log(event: any) { + row.logs.push(event); + }, + end(event: any) { + row.end = event; + }, + }; + }, + }; + } + processor = new LiveKitSpanProcessor({ + logger: owner(), + captureContent, + captureUserAudio: false, + captureAgentAudio: false, + ...options, + }); + const span = ( + id: string, + name: string, + parent?: string, + attributes: any = {}, + ) => ({ + name, + spanContext: () => ({ spanId: id, traceId: "trace" }), + parentSpanContext: parent ? { spanId: parent } : undefined, + startTime: [1, 0] as [number, number], + endTime: [2, 0] as [number, number], + attributes, + events: [], + status: { code: 0 }, + }); + return { rows, span, p: processor }; +} +test("native hierarchy and inference types survive; namespace and tool payloads are normalized", () => { + const { rows, span, p } = fixture(true); + const root = span("s", "agent_session"), + turn = span("t", "agent_turn", "s"), + model = span("m", "realtime_inference", "t"), + tool = span("f", "function_tool", "t", { + "lk.function_tool.name": "lookup_order", + "gen_ai.tool.call.id": "call-1", + "lk.pii.function_tool.arguments": '{"id":1}', + "lk.pii.function_tool.output": '{"ok":true}', + }); + for (const s of [root, turn, model, tool]) p.onStart(s); + for (const s of [model, tool, turn, root]) p.onEnd(s); + expect(rows.map((r) => r.parent)).toEqual([undefined, "0", "1", "1"]); + expect(rows[2].args.type).toBe("llm"); + expect( + rows[3].logs.some((e: any) => e.span_attributes?.name === "lookup_order"), + ).toBe(true); + expect(rows[3].logs.find((e: any) => e.input)?.input).toEqual({ id: 1 }); + expect(rows.every((r) => r.end.endTime === 2)).toBe(true); + expect(p.rows.size).toBe(0); +}); +test("content opt-out retains timing and IDs without logging transcript or tool content", () => { + const { rows, span, p } = fixture(false), + root = span("s", "agent_session"), + turn = span("t", "agent_turn", "s", { + "lk.pii.user_input": "secret", + "lk.speech_id": "speech", + "gen_ai.input.messages": "secret", + }); + p.onStart(root); + p.onStart(turn); + p.onEnd(turn); + p.onEnd(root); + expect(JSON.stringify(rows)).not.toContain("secret"); + expect(JSON.stringify(rows)).toContain("livekit.speech_id"); +}); +test("concurrent sessions keep parents separate; closing one does not clear another", () => { + const { rows, span, p } = fixture(), + a = span("a", "agent_session"), + b = span("b", "agent_session"), + child = span("t", "agent_turn", "a"); + p.onStart(a); + p.onStart(b); + p.onStart(child); + p.onEnd(a); + expect(rows[2].parent).toBe("0"); + expect(p.rows.has("b")).toBe(true); + p.onEnd(b); +}); +test("late tool completion keeps its native owner after the session ends", () => { + const { rows, span, p } = fixture(true); + const root = span("root", "agent_session"), + turn = span("turn", "agent_turn", "root"), + tool = span("tool", "function_tool", "turn", { + "gen_ai.tool.name": "late_tool", + "gen_ai.tool.call.result": '{"ok":true}', + }); + for (const s of [root, turn, tool]) p.onStart(s); + p.onEnd(turn); + p.onEnd(root); + expect(p.rows.has("tool")).toBe(true); + p.onEnd(tool); + expect(rows[2].logs.find((event: any) => event.output)?.output).toEqual({ + ok: true, + }); + expect(rows[2].parent).toBe("1"); + expect(p.rows.size).toBe(0); +}); +test("committed messages retain identity and honor content opt-out", () => { + const { rows, span, p } = fixture(false), + root = span("root", "agent_session"); + p.onStart(root); + p.conversation( + { sessionSpan: root }, + { type: "message", id: "item", role: "user", textContent: "private" }, + ); + p.onEnd(root); + expect(JSON.stringify(rows)).not.toContain("private"); +}); +test("late realtime user transcript is not assigned to the currently speaking agent", () => { + const { rows, span, p } = fixture(true), + root = span("root", "agent_session"), + turn = span("turn", "agent_turn", "root"); + p.onStart(root); + p.onStart(turn); + const session: any = { + sessionSpan: root, + activity: { currentSpeech: { _agentTurnSpan: turn } }, + }; + p.conversation(session, { + type: "message", + id: "input-item", + role: "user", + textContent: "late transcript", + }); + p.conversation(session, { + type: "message", + id: "output-item", + role: "assistant", + textContent: "response", + }); + expect( + rows[0].logs.some( + (e: any) => + e.metadata?.["contrib.livekit.committed_messages"]?.["input-item"], + ), + ).toBe(true); + expect( + rows[1].logs.some( + (e: any) => + e.metadata?.["contrib.livekit.committed_messages"]?.["input-item"], + ), + ).toBe(false); + expect( + rows[1].logs.some( + (e: any) => + e.metadata?.["contrib.livekit.committed_messages"]?.["output-item"], + ), + ).toBe(true); + p.onEnd(turn); + p.onEnd(root); +}); +test("pipeline context owns an interrupted message after the speech handle is cleared", () => { + const { rows, span, p } = fixture(true), + root = span("root", "agent_session"), + turn = span("turn", "agent_turn", "root"); + p.onStart(root); + p.onStart(turn); + p.onEnd(turn); + p.scope(turn, () => + p.conversation( + { sessionSpan: root }, + { + type: "message", + id: "interrupted-item", + role: "assistant", + textContent: "partial response", + interrupted: true, + }, + ), + ); + expect( + rows[1].logs.some( + (event: any) => + event.metadata?.["contrib.livekit.committed_messages"]?.[ + "interrupted-item" + ]?.turn_span_id === "1", + ), + ).toBe(true); + p.onEnd(root); +}); + +test("realtime speaking nests under its provider turn without crossing sessions or dispatches", async () => { + const { rows, span, p } = fixture(true); + const root = span("root", "agent_session"), + other = span("other", "agent_session"); + p.onStart(root); + p.onStart(other); + const provider = new EventEmitter(); + p.realtime({ + agentSession: { sessionSpan: root }, + realtimeSession: provider, + }); + provider.emit("openai_server_event_received", { + type: "input_audio_buffer.speech_started", + item_id: "caller-item", + }); + const user = rows.find((row) => row.args.name === "user_turn")!; + const unrelated = span("unrelated", "user_speaking", "other"); + const speaking = span("speaking", "user_speaking", "root"); + p.onStart(unrelated); + p.onStart(speaking); + expect(rows.at(-2)?.parent).toBe(rows[1].spanId); + expect(rows.at(-1)?.parent).toBe(user.spanId); + expect(rows.at(-1)?.logs).toContainEqual({ + metadata: { + "turn.id": user.spanId, + "contrib.livekit.turn.association": "provider_speech_start_dispatch", + }, + }); + p.onEnd(speaking); + p.onEnd(unrelated); + provider.emit("openai_server_event_received", { + type: "input_audio_buffer.speech_started", + item_id: "later-item", + }); + await Promise.resolve(); + const delayed = span("delayed", "user_speaking", "root"); + p.onStart(delayed); + expect(rows.at(-1)?.parent).toBe(rows[0].spanId); + p.onEnd(delayed); + p.onEnd(other); + p.onEnd(root); +}); + +test("inference suppression preserves results and leaves provider calls in user tools visible", async () => { + const { rows, span, p } = fixture(true); + const root = span("root", "agent_session"); + const turn = span("turn", "agent_turn", "root"); + p.onStart(root); + p.onStart(turn); + const channels = defineChannels( + "livekit-test-provider", + { + request: channel<[], string>({ channelName: "request", kind: "async" }), + }, + { instrumentationName: "openai" }, + ); + const unsubscribe = traceAsyncChannel(channels.request, { + name: "provider-request", + type: "llm", + extractInput: () => ({ input: "request", metadata: undefined }), + extractOutput: (value) => value, + extractMetrics: () => ({}), + }); + try { + const request = () => + channels.request.tracePromise(async () => "answer", { arguments: [] }); + await p.scope(turn, async () => { + expect( + await p.inference(async () => { + await Promise.resolve(); + return request(); + }), + ).toBe("answer"); + expect(await request()).toBe("answer"); // e.g. a provider call inside a user tool + }); + expect( + rows.filter((row) => row.args.name === "provider-request"), + ).toHaveLength(1); + } finally { + unsubscribe(); + } + p.onEnd(turn); + p.onEnd(root); +}); + +test("common voice operations expose standard messages, metrics, and native provenance", () => { + const { rows, span, p } = fixture(true); + const root = span("s", "agent_session"); + const user = span("u", "user_turn", "s", { + "lk.pii.user_transcript": "Where is order 1042?", + }); + const turn = span("a", "agent_turn", "s"); + const model = span("m", "llm_node", "a", { + "gen_ai.request.model": "gpt-4.1-nano", + "gen_ai.provider.name": "openai", + "gen_ai.usage.input_tokens": 10, + "gen_ai.usage.output_tokens": 3, + "lk.response.ttft": 0.2, + "gen_ai.output.messages": JSON.stringify([ + { + role: "assistant", + parts: [ + { + type: "tool_call", + id: "call-1", + name: "lookup_order", + arguments: { order_id: "1042" }, + }, + ], + }, + ]), + }); + for (const s of [root, user, turn, model]) p.onStart(s); + for (const s of [model, user, turn, root]) p.onEnd(s); + expect(rows.map((r) => r.args.name)).toEqual([ + "livekit.agent_session", + "user_turn", + "assistant_turn", + "llm_response", + ]); + expect( + rows[1].logs.some((e) => e.input?.[0]?.content === "Where is order 1042?"), + ).toBe(true); + expect( + rows[3].logs.some( + (e) => e.metrics?.tokens === 13 && e.metrics?.time_to_first_token === 0.2, + ), + ).toBe(true); + expect(rows[3].logs.some((e) => e.metadata?.model === "gpt-4.1-nano")).toBe( + true, + ); + expect( + rows[3].logs.some((e) => e.output?.[0]?.tool_calls?.[0]?.id === "call-1"), + ).toBe(true); + expect( + rows[3].logs.some((e) => e.metadata?.["turn.id"] === rows[2].spanId), + ).toBe(true); +}); +test("content opt-out also excludes system instructions and tool definitions", () => { + const { rows, span, p } = fixture(false); + const root = span("s", "agent_session"); + const model = span("m", "llm_node", "s", { + "gen_ai.system_instructions": "private instructions", + "gen_ai.tool.definitions": "private definitions", + }); + p.onStart(root); + p.onStart(model); + p.onEnd(model); + p.onEnd(root); + expect(JSON.stringify(rows)).not.toContain("private"); +}); + +test("tool-only cascade turns expose tool requests in standard output", () => { + const { rows, span, p } = fixture(true); + const root = span("s", "agent_session"), + turn = span("a", "agent_turn", "s"), + model = span("m", "llm_node", "a", { + "gen_ai.output.messages": JSON.stringify([ + { + role: "assistant", + parts: [ + { + type: "tool_call", + id: "call-1", + name: "lookup_order", + arguments: { order_id: "1042" }, + }, + ], + }, + ]), + }); + for (const s of [root, turn, model]) p.onStart(s); + for (const s of [model, turn, root]) p.onEnd(s); + expect( + rows[1].logs.some((e) => e.output?.[0]?.tool_calls?.[0]?.id === "call-1"), + ).toBe(true); +}); + +test("upload failure corrects recording descriptors and selections even when logger flush resolves", async () => { + // Exporter-level tests cover rejection/status propagation; this checks wiring. + // Exercise real encoding/export without requiring a built worker in core tests. + const encoder = vi + .spyOn(audioWorker, "createEncoder") + .mockReturnValue(async (packets, durationMs) => ({ + ...encodeCall(packets, durationMs), + mimeType: "audio/wav", + sampleRate: 24000, + })); + const resolve = audioOptions.resolveAudioOptions; + const load = vi + .spyOn(audioOptions, "resolveAudioOptions") + .mockImplementation((options) => resolve(options, () => audioExtension)); + const upload = vi.spyOn(Attachment.prototype, "upload").mockResolvedValue({ + upload_status: "error", + error_message: "upload unavailable", + }); + try { + const { p, rows, span } = fixture(false, { captureUserAudio: true }); + const root = span("session", "agent_session"), + turn = span("user", "user_turn", "session"); + p.onStart(root); + p.onStart(turn); + const session = { sessionSpan: root }, + activity = { agentSession: session }; + p.begin(session); + const source = new ReadableStream({ + start(controller) { + controller.enqueue({ + data: new Int16Array(480).fill(1234), + sampleRate: 24000, + channels: 1, + }); + controller.close(); + }, + }); + p.input(activity, source); + const reader = source.getReader(); + await reader.read(); + reader.releaseLock(); + p.userTurn(activity, { + userTurnSpan: turn, + startedSpeakingAt: Date.now() - 1000, + stoppedSpeakingAt: Date.now() + 1000, + }); + p.onEnd(turn); + p.onEnd(root); + await p.forceFlush(); + const descriptors = rows[0].logs + .filter((event) => event.metadata?.["audio.recordings"]) + .at(-1).metadata["audio.recordings"]; + expect(descriptors).toContainEqual( + expect.objectContaining({ + id: "call-0000", + state: "omitted", + reason: "recording_export_failed", + }), + ); + expect( + rows[1].logs + .filter((event) => event.metadata?.["audio.selections"]) + .at(-1).metadata["audio.selections"], + ).toEqual([]); + expect(upload).toHaveBeenCalledTimes(1); + } finally { + upload.mockRestore(); + load.mockRestore(); + encoder.mockRestore(); + } +}); + +test("failed shutdown flush still releases the runtime for another processor", async () => { + const failure = new Error("export unavailable"); + fixture(false, { + logger: { + flush: async () => { + throw failure; + }, + } as any, + }); + const failed = processor!; + processor = undefined; + await expect(failed.shutdown()).rejects.toBe(failure); + expect(() => fixture()).not.toThrow(); +}); diff --git a/js/src/instrumentation/livekit/processor.ts b/js/src/instrumentation/livekit/processor.ts new file mode 100644 index 000000000..f37d29f21 --- /dev/null +++ b/js/src/instrumentation/livekit/processor.ts @@ -0,0 +1,700 @@ +import type { AudioExtension, Recording, RecordingOptions } from "./audio"; +import type { LiveKitOptions } from "./options"; +import { resolveAudioOptions } from "./node/audio-options"; +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +import type { + AgentSession, + AgentActivity, + EndOfTurnInfo, + ChatMessage, + AudioFrame, +} from "./types"; +import iso from "../../isomorph"; +import { runWithAutoInstrumentationSuppressed } from "../auto-instrumentation-suppression"; +import { + parse, + operation, + isContentKey, + messages, + modelFields, +} from "./schema"; +import { RealtimeObserver } from "./realtime"; +import { + Attachment, + currentSpan, + withCurrent, + type Logger, +} from "../../logger"; +import { + installRuntime, + nativeId, + nativeFields, + observe, + seconds, + type NativeSpan, + type Capture, + type Row, +} from "./runtime"; +import { instrumentInput, instrumentOutput, release, select } from "./capture"; +import { + withSpanInstrumentationName, + INSTRUMENTATION_NAMES, +} from "../../span-origin"; + +export { wrapLiveKitSession } from "./wrap"; + +/** + * Export native LiveKit traces through the SDK, with optional bounded audio recording. + * Install in LiveKit's tracer provider INSTEAD OF another Braintrust span processor. + * Media capture requires the normal braintrust/hook.mjs loader (LiveKit 1.9.x). + */ +export class LiveKitSpanProcessor { + private execution = iso.newAsyncLocalStorage(); + readonly rows = new Map(); + readonly captures = new WeakMap(); + private active = new Set(); + private exporters = new WeakMap(); + private speakingByTurn = new Map>(); + private realtimeObservers = new Map(); + private jobs = new Set>(); + private uninstall: () => void; + private captureContent: boolean; + private audio?: AudioExtension; + private user: boolean; + private agent: boolean; + private requests = new Map(); + private consumed = new Set(); + constructor( + private options: LiveKitOptions & { + logger: Logger; + recording?: RecordingOptions & { encoder?: { module: string } }; + }, + ) { + this.captureContent = options.captureContent ?? false; + const audio = resolveAudioOptions(options); + this.user = audio.user; + this.agent = audio.agent; + this.audio = audio.extension; + this.uninstall = installRuntime(this); + } + /** @internal Applies the native content policy to automatic instrumentation. */ + setContentCapture(enabled: boolean): void { + this.captureContent = enabled; + } + onStart(native: any): void { + const id = nativeId(native); + if (!id || this.rows.has(id) || this.rows.size >= 8192) return; + const parent = native.parentSpanContext?.spanId ?? native.parentSpanId; + const parentRow = this.rows.get(parent); + if (native.name !== "agent_session" && !parentRow) return; + // Native request/run spans duplicate the public inference lifecycle. Keep their + // measured usage on that operation without exporting another generation row. + if ( + parentRow && + ["llm_request", "llm_request_run", "tts_request_run"].includes( + native.name, + ) + ) { + const context = native.spanContext(); + this.rows.set(id, { + ...parentRow, + native: { name: native.name, spanContext: () => context }, + parent, + folded: true, + ended: false, + }); + return; + } + const speakingTurn = + native.name === "user_speaking" && + parentRow?.native.name === "agent_session" + ? [...this.realtimeObservers] + .find(([session]) => nativeId(session.sessionSpan) === parent)?.[1] + .takeSpeakingTurn() + : undefined; + const span = ( + speakingTurn ?? + parentRow?.span ?? + this.options.logger + ).startSpan( + withSpanInstrumentationName( + { + name: operation(native.name), + type: ["llm_node", "realtime_inference"].includes(native.name) + ? ("llm" as const) + : native.name === "function_tool" + ? ("tool" as const) + : ("task" as const), + startTime: seconds(native.startTime), + }, + INSTRUMENTATION_NAMES.LIVEKIT, + ), + ); + // Keep only identity after export; retaining the native SDK span would also + // retain every historical chat context until session/recording finalization. + const nativeContext = native.spanContext(); + const row: Row = { + span, + native: { name: native.name, spanContext: () => nativeContext }, + parent, + replyTo: parentRow?.replyTo, + session: native.name === "agent_session" ? id : parentRow?.session, + turn: ["agent_turn", "user_turn"].includes(native.name) + ? id + : (speakingTurn?.spanId ?? parentRow?.turn), + }; + this.rows.set(id, row); + if (["agent_speaking", "user_speaking"].includes(native.name) && row.turn) { + const speaking = this.speakingByTurn.get(row.turn) ?? new Set(); + speaking.add(row); + this.speakingByTurn.set(row.turn, speaking); + } + if (native.name === "agent_session" && (this.user || this.agent)) + span.log({ + metadata: { + "audio.recordings": [ + { + id: "call", + state: "pending", + }, + ], + }, + }); + if (native.name === "function_tool") { + const request = [...this.rows.values()].find( + (r) => + r.span.spanId === currentSpan().spanId && + ["realtime_inference", "llm_node"].includes(r.native.name) && + r.session === row.session, + ); + if (request) + span.log({ + metadata: { "contrib.livekit.request_span_id": request.span.spanId }, + }); + } + if (native.name === "agent_turn") { + const input = [...this.rows.values()].find( + (r) => + r.span.spanId === currentSpan().spanId && + r.native.name === "user_turn" && + r.session === row.session, + ); + if (input) { + row.replyTo = input.span.spanId; + span.log({ + metadata: { "turn.reply_to": input.span.spanId }, + }); + } + } + if (row.turn) + span.log({ + metadata: { + "turn.id": + speakingTurn?.spanId ?? this.rows.get(row.turn)?.span.spanId, + ...(speakingTurn + ? { + "contrib.livekit.turn.association": + "provider_speech_start_dispatch", + } + : {}), + }, + }); + } + onEnd(native: NativeSpan): void { + const row = this.rows.get(nativeId(native)!); + if (!row) return; + if (row.folded) { + if (native.name === "llm_request") { + const fields = modelFields(nativeFields(native.attributes)); + row.span.log(fields); + } + row.ended = true; + return; + } + const attrs = nativeFields(native.attributes); + for (const key of Object.keys(attrs)) + if (!this.captureContent && isContentKey(key)) delete attrs[key]; + const events = (native.events ?? []).slice(0, 256).map((e) => ({ + name: e.name, + time_unix_ms: seconds(e.time) * 1000, + attributes: Object.fromEntries( + Object.entries(nativeFields(e.attributes)).filter( + ([key]) => this.captureContent || !isContentKey(key), + ), + ), + })); + const toolName = + attrs["contrib.livekit.function_tool.name"] ?? attrs["gen_ai.tool.name"]; + row.span.log({ + metadata: { + ...Object.fromEntries( + Object.entries(attrs).filter( + ([key]) => + !isContentKey(key) && + key !== "contrib.livekit.realtime_model_metrics" && + !key.startsWith("langfuse."), + ), + ), + ...(events.length ? { "contrib.livekit.events": events } : {}), + }, + ...(toolName + ? { span_attributes: { name: toolName, type: "tool" } } + : {}), + ...(native.status?.code === 2 + ? { + error: this.captureContent + ? (native.status.message ?? "LiveKit operation failed") + : "LiveKit operation failed", + } + : {}), + }); + if ( + native.name === "user_turn" && + !attrs["contrib.livekit.pii.user_transcript"] && + [...this.realtimeObservers.keys()].some( + (session) => nativeId(session.sessionSpan) === row.session, + ) + ) { + row.span.log({ span_attributes: { name: "livekit.input_observation" } }); + } + const fields = modelFields(attrs); + row.span.log({ + metadata: fields.metadata, + ...(["llm_node", "realtime_inference"].includes(native.name) + ? { metrics: fields.metrics } + : {}), + }); + if (this.captureContent) { + if (["llm_node", "realtime_inference"].includes(native.name)) { + const input = + messages(attrs["contrib.livekit.pii.chat_ctx"]) ?? + messages(attrs["gen_ai.input.messages"]); + let output = messages(attrs["gen_ai.output.messages"]); + if (!output?.length) { + const text = attrs["contrib.livekit.pii.response.text"]; + const calls = + parse(attrs["contrib.livekit.pii.response.function_calls"]) ?? + messages(attrs["gen_ai.output.messages"])?.flatMap( + (message) => message.tool_calls ?? [], + ); + output = messages([ + ...(typeof text === "string" + ? [{ role: "assistant", content: text }] + : []), + ...(Array.isArray(calls) + ? calls.map((call) => ({ + ...call, + type: "function_call", + call_id: call.call_id ?? call.callId ?? call.id, + })) + : []), + ]); + } + row.span.log({ + ...(input ? { input } : {}), + ...(output?.length ? { output } : {}), + }); + const turn = this.rows.get(row.turn ?? ""); + if (turn) + for (const message of output ?? []) + if (message.tool_calls?.length) { + turn.messages ??= new Map(); + turn.messages.set( + message.tool_calls.map((call) => call.id).join(":"), + message, + ); + turn.span.log({ output: [...turn.messages.values()] }); + } + } else if (native.name === "user_turn") { + const transcript = attrs["contrib.livekit.pii.user_transcript"]; + if (typeof transcript === "string") + row.span.log({ input: [{ role: "user", content: transcript }] }); + } else if (native.name === "tts_node") { + const text = attrs["contrib.livekit.pii.input_text"]; + if (typeof text === "string") + row.span.log({ + input: { text }, + output: [{ role: "assistant", content: text }], + }); + } + if (toolName) + row.span.log({ + input: parse( + attrs["contrib.livekit.pii.function_tool.arguments"] ?? + attrs["gen_ai.tool.call.arguments"], + ), + output: parse( + attrs["contrib.livekit.pii.function_tool.output"] ?? + attrs["gen_ai.tool.call.result"], + ), + }); + this.correlate(row, attrs); + } + const replyTo = row.replyTo ?? this.rows.get(row.turn ?? "")?.replyTo; + if (replyTo) row.span.log({ metadata: { "turn.reply_to": replyTo } }); + row.ended = true; + row.span.end({ endTime: seconds(native.endTime) }); + if (native.name === "agent_session") { + const capture = [...this.active].find((c) => c.row === row); + if (capture) this.track(this.finish(capture.session)); + else { + if (this.user || this.agent) + row.span.log({ + metadata: { + "audio.recordings": [ + { + id: "call", + state: "omitted", + reason: "capture_hooks_not_observed", + }, + ], + }, + }); + this.clearSession(nativeId(native)!); + } + } else if ( + row.session && + this.rows.get(row.session)?.ended && + ![...this.active].some((c) => c.row.session === row.session) + ) { + this.clearSession(row.session); + } + } + scope(native: any, fn: () => T): T { + const row = this.rows.get(nativeId(native)!); + return row + ? this.execution.run(true, () => withCurrent(row.span, fn)) + : fn(); + } + inference(fn: () => T): T { + // Only the inference worker is suppressed, not the pipeline or user tools. + // An installed processor must not suppress unrelated/untracked sessions. + return this.execution.getStore() + ? runWithAutoInstrumentationSuppressed(fn) + : fn(); + } + conversation(session: AgentSession, item: ChatMessage): void { + if (!this.captureContent || item?.type !== "message") return; + const sessionId = nativeId(session.sessionSpan); + const current = [...this.rows.values()].find( + (r) => r.span.spanId === currentSpan().spanId && r.session === sessionId, + ); + const contextTurn = this.rows.get(current?.turn ?? ""); + const turn = + item.role === "user" + ? current?.native.name === "user_turn" + ? current + : undefined + : item.role === "assistant" + ? contextTurn?.native.name === "agent_turn" + ? contextTurn + : this.rows.get( + nativeId(session.activity?.currentSpeech?._agentTurnSpan) ?? "", + ) + : undefined; + const root = this.rows.get(sessionId ?? ""); + // Preserve source identity even when upstream supplies no reliable turn owner. + const owner = turn ?? root; + if (!owner) return; + const metadata = { + id: item.id, + role: item.role, + text: item.textContent, + interrupted: item.interrupted, + ...(turn ? { turn_span_id: turn.span.spanId } : {}), + }; + if (turn && item.role === "assistant") { + turn.messages ??= new Map(); + turn.messages.set(item.id, { + role: "assistant", + content: item.textContent ?? "", + }); + } + owner.span.log({ + metadata: { + "contrib.livekit.committed_messages": { [item.id]: metadata }, + }, + ...(turn + ? item.role === "user" + ? { input: [{ role: "user", content: item.textContent ?? "" }] } + : { + output: [...(turn.messages?.values() ?? [])], + metadata: { + "contrib.livekit.committed_messages": { [item.id]: metadata }, + "contrib.livekit.interrupted": item.interrupted, + }, + } + : {}), + }); + } + private correlate(row: Row, attrs: Record) { + const calls = + parse(attrs["contrib.livekit.pii.response.function_calls"]) ?? + messages(attrs["gen_ai.output.messages"])?.flatMap( + (message) => message.tool_calls ?? [], + ); + if (Array.isArray(calls)) + for (const call of calls) { + if (!call || typeof call !== "object") continue; + const id = call.call_id ?? call.callId ?? call.id; + if (typeof id === "string") + this.requests.set(`${row.session}:${id}`, row.span.spanId); + } + const callId = + attrs["gen_ai.tool.call.id"] ?? attrs["contrib.livekit.function_tool.id"]; + const request = this.requests.get(`${row.session}:${callId}`); + if (request) + row.span.log({ + metadata: { "contrib.livekit.request_span_id": request }, + }); + const context = parse(attrs["contrib.livekit.pii.chat_ctx"]) as any; + const fresh = (Array.isArray(context?.items) ? context.items : []) + .filter( + (item: any) => + item?.type === "function_call_output" && + !this.consumed.has(`${row.session}:${item.call_id ?? item.callId}`), + ) + .map((item: any) => item.call_id ?? item.callId) + .filter( + (id: any) => + typeof id === "string" && this.requests.has(`${row.session}:${id}`), + ); + if (fresh.length) { + for (const id of fresh) this.consumed.add(`${row.session}:${id}`); + row.span.log({ + metadata: { "continuation.tool_call_ids": fresh }, + }); + } + } + begin(session: AgentSession): void { + if ( + this.captures.has(session) || + !this.audio || + (!this.user && !this.agent) + ) + return; + const row = this.rows.get(nativeId(session.sessionSpan)!); + if (!row) return; + const recording = this.audio.createRecording({ + options: this.options.recording, + audioFormat: this.options.audioFormat, + encoder: this.options.recording?.encoder, + span: row.span, + flush: () => this.options.logger.flush(), + createAttachment: (options) => new Attachment(options), + snapshot: () => ({ + origin: capture.origin, + basis: "local_input_arrival_and_output_playout", + source: (channel) => ({ + channel_index: channel, + boundary: channel === 0 ? "session_input" : "local_audio_output", + }), + closed: capture.closed, + metadata: { + "contrib.livekit.audio.input_formats": [ + ...(capture.recorder.formats.get(0)?.values() ?? []), + ], + "contrib.livekit.audio.output_formats": [ + ...(capture.recorder.formats.get(1)?.values() ?? []), + ], + }, + }), + targets: () => this.selectionTargets(capture), + }); + const capture: Capture = { + session, + row, + user: this.user, + agent: this.agent, + origin: Date.now(), + recorder: recording.recorder, + timeline: recording.timeline, + inputTimeline: [], + inputDurationMs: 0, + outputHolds: new Map(), + closed: false, + selections: new Map(), + events: new Map(), + cleanups: [], + }; + this.exporters.set(capture, recording); + capture.publishSelections = () => this.publishSelections(capture); + this.captures.set(session, capture); + this.active.add(capture); + row.span.log({ + metadata: { "audio.recordings": [{ id: "call", state: "pending" }] }, + }); + } + realtime( + activity: AgentActivity, + generation?: { + ev?: { responseId?: string }; + inferenceSpan?: NativeSpan; + span?: NativeSpan; + }, + ): void { + let observer = this.realtimeObservers.get(activity.agentSession); + const root = this.rows.get( + nativeId(activity.agentSession.sessionSpan) ?? "", + ); + if (!observer && root && activity.realtimeSession) { + observer = new RealtimeObserver( + activity.realtimeSession, + root.span, + this.captureContent, + () => this.captures.get(activity.agentSession), + ); + this.realtimeObservers.set(activity.agentSession, observer); + } + const model = this.rows.get(nativeId(generation?.inferenceSpan) ?? ""); + if (model) { + const turn = this.rows.get(nativeId(generation?.span) ?? ""); + const replyTo = observer?.bind( + generation?.ev?.responseId, + model.span, + turn?.span, + ); + if (replyTo) { + model.replyTo = replyTo; + if (turn) turn.replyTo = replyTo; + } + } + } + input(activity: AgentActivity, stream: ReadableStream): void { + this.realtime(activity); + const capture = this.captures.get(activity.agentSession); + if (capture) instrumentInput(capture, stream); + } + output(session: AgentSession): void { + const capture = this.captures.get(session); + if (capture) + instrumentOutput(capture, session.output?.audio, this.captureContent); + } + userTurn(activity: AgentActivity, info: EndOfTurnInfo): void { + const c = this.captures.get(activity.agentSession); + if (!c || c.closed || !c.user) return; + const id = nativeId(info.userTurnSpan); + // Native recognition speech boundaries share the local wall clock. Clip actual captured + // samples; never derive selection from the broader user_turn span's start/end timestamps. + if ( + !id || + !Number.isFinite(info.startedSpeakingAt) || + !Number.isFinite(info.stoppedSpeakingAt) + ) + return; + for (const p of c.inputTimeline) { + const from = Math.max(p.at, info.startedSpeakingAt! - c.origin); + const to = Math.min( + p.at + p.duration, + info.stoppedSpeakingAt! - c.origin, + ); + if (to > from) select(c, id, from, to, 0); + } + this.publishSelections(c); + } + finish(session: AgentSession): Promise { + this.realtimeObservers.get(session)?.close(); + this.realtimeObservers.delete(session); + const c = this.captures.get(session); + if (!c) return Promise.resolve(); + if (!c.finish) { + c.finish = this.finalize(c); + this.track(c.finish); + } + return c.finish; + } + private track(job: Promise) { + this.jobs.add(job); + void job.finally(() => this.jobs.delete(job)).catch(() => {}); + } + private publishManifest(c: Capture) { + this.exporters.get(c)?.publishManifest(); + } + private publishSelections(c: Capture) { + this.exporters.get(c)?.publishSelections(); + } + private *selectionTargets(c: Capture) { + for (const [native, intervals] of c.selections) { + const span = this.rows.get(native)?.span ?? c.externalSpans?.get(native); + if (!span) continue; + yield { + span, + intervals, + alias: true, + metadata: c.events.has(native) + ? { "contrib.livekit.playback_events": c.events.get(native) } + : {}, + }; + const speaking = [...(this.speakingByTurn.get(native) ?? [])]; + if (speaking.length === 1) yield { span: speaking[0].span, intervals }; + } + } + private async finalize(c: Capture) { + for (const cleanup of c.cleanups.splice(0)) observe(cleanup); + c.closed = true; + const id = nativeId(c.row.native)!; + try { + await c.recorder.finish(); + this.publishManifest(c); + this.publishSelections(c); + c.row.span.log({ + metadata: { + "contrib.livekit.audio.input_clock": + "arrival_anchored_ordered_samples", + }, + }); + } finally { + release(c); + this.captures.delete(c.session); + c.session = undefined; + this.active.delete(c); + this.clearSession(id); + } + } + private clearSession(id: string) { + // Native children (notably tools) can outlive session end. Retain ownership until + // every native operation finishes, even after the recording has finalized. + if ([...this.rows.values()].some((row) => row.session === id && !row.ended)) + return; + for (const [key, row] of this.rows) + if (row.session === id) { + this.rows.delete(key); + if (row.turn) this.speakingByTurn.delete(row.turn); + } + for (const key of this.requests.keys()) + if (key.startsWith(`${id}:`)) this.requests.delete(key); + for (const key of this.consumed) + if (key.startsWith(`${id}:`)) this.consumed.delete(key); + } + async forceFlush(): Promise { + await Promise.all([...this.active].map((c) => c.recorder.drain())); + await Promise.all([...this.jobs]); + await this.options.logger.flush(); + } + async shutdown(): Promise { + await Promise.all([...this.active].map((c) => this.finish(c.session))); + for (const row of this.rows.values()) + if (!row.ended && !row.folded) { + row.span.log({ + metadata: { + ...(row.turn === nativeId(row.native) + ? { "turn.incomplete": true } + : { "contrib.livekit.incomplete": true }), + "contrib.livekit.termination": "processor_shutdown", + }, + }); + row.span.end(); + } + for (const observer of this.realtimeObservers.values()) observer.close(); + this.realtimeObservers.clear(); + this.rows.clear(); + this.speakingByTurn.clear(); + this.requests.clear(); + this.consumed.clear(); + try { + await this.forceFlush(); + } finally { + this.uninstall(); + } + } +} diff --git a/js/src/instrumentation/livekit/realtime.test.ts b/js/src/instrumentation/livekit/realtime.test.ts new file mode 100644 index 000000000..8182116a7 --- /dev/null +++ b/js/src/instrumentation/livekit/realtime.test.ts @@ -0,0 +1,251 @@ +import * as timeline from "../../../../integrations/audio/src/timeline"; +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +import { EventEmitter } from "node:events"; +import { expect, test } from "vitest"; +import { RealtimeObserver } from "./realtime"; +import type { Capture } from "./runtime"; +function fixture(content = true) { + const logs: any[] = []; + const turns: any[] = []; + const root: any = { + spanId: "root", + log: (data: any) => logs.push(data), + startSpan: (args: any) => { + const row = { + spanId: `user-${turns.length}`, + args, + logs: [] as any[], + ended: false, + log(data: any) { + this.logs.push(data); + }, + end() { + this.ended = true; + }, + }; + turns.push(row); + return row; + }, + }; + const session = new EventEmitter(); + const c = { + user: true, + row: { span: root }, + inputTimeline: [ + { at: 100, duration: 1000, rate: 24000, channels: 1, sampleStart: 0 }, + ], + selections: new Map(), + timeline, + } as unknown as Capture; + const observer = new RealtimeObserver(session, root, content, () => c); + const send = (event: any) => + session.emit("openai_client_event_queued", event); + const receive = (event: any) => + session.emit("openai_server_event_received", event); + return { c, observer, send, receive, turns, session }; +} +test("server item identity associates late transcripts, replies and exact retained input ranges", () => { + const { c, observer, send, receive, turns, session } = fixture(); + send({ + type: "input_audio_buffer.append", + audio: Buffer.alloc(48000).toString("base64"), + }); + receive({ + type: "input_audio_buffer.speech_started", + item_id: "input-1", + audio_start_ms: 200, + }); + receive({ + type: "input_audio_buffer.speech_stopped", + item_id: "input-1", + audio_end_ms: 500, + }); + receive({ type: "response.created", response: { id: "response-1" } }); + receive({ + type: "input_audio_buffer.speech_started", + item_id: "input-2", + audio_start_ms: 600, + }); + receive({ + type: "conversation.item.input_audio_transcription.completed", + item_id: "input-1", + transcript: "Where is order 1042?", + }); + const model: any = { + logs: [], + log(data: any) { + this.logs.push(data); + }, + }; + observer.bind("response-1", model); + expect(model.logs).toContainEqual({ + metadata: { "turn.reply_to": "user-0" }, + }); + expect(turns[0].logs).toContainEqual({ + input: [{ role: "user", content: "Where is order 1042?" }], + }); + expect(model.logs).toContainEqual({ + input: [{ role: "user", content: "Where is order 1042?" }], + metadata: { "contrib.livekit.input_scope": "associated_user_turn" }, + }); + expect(c.selections.get("user-0")).toMatchObject([ + { start_offset_ms: 300, end_offset_ms: 600, channel_index: 0 }, + ]); + observer.close(); + expect(turns[1].logs).toContainEqual({ + metadata: { "turn.incomplete": true }, + }); + expect(session.listenerCount("openai_server_event_received")).toBe(0); +}); +test("late transcripts update only their associated model responses", () => { + const { observer, receive } = fixture(); + const models = [[], []] as any[][]; + for (let i = 0; i < 2; i++) { + receive({ type: "input_audio_buffer.speech_started", item_id: `u${i}` }); + receive({ type: "input_audio_buffer.speech_stopped", item_id: `u${i}` }); + receive({ type: "response.created", response: { id: `r${i}` } }); + observer.bind(`r${i}`, { + log: (value: any) => models[i].push(value), + } as any); + } + for (const i of [1, 0]) + receive({ + type: "conversation.item.input_audio_transcription.completed", + item_id: `u${i}`, + transcript: `caller ${i}`, + }); + expect(models.map((logs) => logs.flatMap((row) => row.input ?? []))).toEqual([ + [{ role: "user", content: "caller 0" }], + [{ role: "user", content: "caller 1" }], + ]); + observer.close(); +}); + +test("speaking ownership is single-use and expires after the provider dispatch", async () => { + const { observer, receive, turns } = fixture(); + receive({ type: "input_audio_buffer.speech_started", item_id: "first" }); + expect(observer.takeSpeakingTurn()).toBe(turns[0]); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + receive({ type: "input_audio_buffer.speech_started", item_id: "first" }); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + receive({ type: "input_audio_buffer.speech_started", item_id: "second" }); + await Promise.resolve(); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + receive({ type: "input_audio_buffer.speech_started", item_id: "third" }); + receive({ type: "input_audio_buffer.speech_stopped", item_id: "third" }); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + receive({ type: "input_audio_buffer.speech_started", item_id: "fourth" }); + receive({ type: "error" }); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + receive({ type: "input_audio_buffer.speech_started", item_id: "fifth" }); + receive({ type: "session.created" }); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + receive({ type: "input_audio_buffer.speech_started", item_id: "sixth" }); + observer.close(); + expect(observer.takeSpeakingTurn()).toBeUndefined(); +}); +test("clears invalidate later alignment and content opt-out keeps transcripts private", () => { + const { c, observer, send, receive, turns } = fixture(false); + send({ + type: "input_audio_buffer.append", + audio: Buffer.alloc(48000).toString("base64"), + }); + send({ type: "input_audio_buffer.clear" }); + receive({ + type: "input_audio_buffer.speech_started", + item_id: "input", + audio_start_ms: 200, + }); + receive({ + type: "input_audio_buffer.speech_stopped", + item_id: "input", + audio_end_ms: 500, + }); + receive({ + type: "conversation.item.input_audio_transcription.completed", + item_id: "input", + transcript: "private", + }); + expect(c.selections.size).toBe(0); + expect(JSON.stringify(turns)).not.toContain("private"); + observer.close(); +}); + +test("an unsolicited response does not inherit a historical caller turn", () => { + const { observer, receive } = fixture(); + receive({ + type: "input_audio_buffer.speech_started", + item_id: "input", + audio_start_ms: 0, + }); + receive({ + type: "input_audio_buffer.speech_stopped", + item_id: "input", + audio_end_ms: 500, + }); + receive({ type: "response.created", response: { id: "answer" } }); + receive({ type: "response.created", response: { id: "unsolicited" } }); + const logs: any[] = []; + const span: any = { log: (data: any) => logs.push(data) }; + observer.bind("unsolicited", span); + expect(logs.some((log) => log.metadata?.["turn.reply_to"])).toBe(false); + observer.close(); +}); + +test("recording opt-out never inspects inline provider audio", () => { + const { c, observer, send } = fixture(); + c.user = false; + let inspected = false; + send({ + type: "input_audio_buffer.append", + get audio() { + inspected = true; + return "AAAA"; + }, + }); + expect(inspected).toBe(false); + observer.close(); +}); + +test("provider errors invalidate alignment while retaining unhandled error semantics", () => { + const { c, observer, session, send, receive } = fixture(); + expect(() => session.emit("error", new Error("provider failure"))).toThrow( + "provider failure", + ); + send({ + type: "input_audio_buffer.append", + audio: Buffer.alloc(48000).toString("base64"), + }); + receive({ + type: "input_audio_buffer.speech_started", + item_id: "after-error", + audio_start_ms: 0, + }); + receive({ + type: "input_audio_buffer.speech_stopped", + item_id: "after-error", + audio_end_ms: 500, + }); + expect(c.selections.size).toBe(0); + observer.close(); +}); + +test("response association is independent of model binding order", () => { + const { observer, receive } = fixture(); + const logs: any[] = []; + const model: any = { log: (event: any) => logs.push(event) }; + receive({ + type: "input_audio_buffer.speech_started", + item_id: "caller", + audio_start_ms: 0, + }); + receive({ + type: "input_audio_buffer.speech_stopped", + item_id: "caller", + audio_end_ms: 100, + }); + observer.bind("reply", model); + receive({ type: "response.created", response: { id: "reply" } }); + expect(logs).toContainEqual({ metadata: { "turn.reply_to": "user-0" } }); + observer.close(); +}); diff --git a/js/src/instrumentation/livekit/realtime.ts b/js/src/instrumentation/livekit/realtime.ts new file mode 100644 index 000000000..e40654a85 --- /dev/null +++ b/js/src/instrumentation/livekit/realtime.ts @@ -0,0 +1,322 @@ +import { errorMonitor } from "node:events"; +import type { Span } from "../../logger"; +import { isObject } from "../../../util/index"; +import { observe, type Capture } from "./runtime"; +import { select } from "./capture"; +import { messages } from "./schema"; + +export interface RealtimeSession { + on( + name: string | symbol, + callback: (event: Record) => void, + ): unknown; + off( + name: string | symbol, + callback: (event: Record) => void, + ): unknown; +} +type User = { + span: Span; + start?: number; + end?: number; + ended: boolean; + transcript?: string; +}; +/** OpenAI's public plugin events supply item identity lost by generic speech callbacks. */ +export class RealtimeObserver { + private users = new Map(); + private replies = new Map< + string, + { + user?: User; + row?: Span; + turn?: Span; + response?: Record; + tools?: string[]; + associated?: boolean; + } + >(); + private pendingUser?: User; + private speakingTurn?: Span; + private toolUsers = new Map(); + private pendingTools: string[] = []; + private continuation: string[] = []; + private inputValid = true; + private queuedSamples = 0; + private connections = 0; + private readonly receive = (event: Record) => + observe(() => this.server(event)); + private readonly failed = () => + observe(() => { + this.speakingTurn = undefined; + this.inputValid = false; + if (this.capture()?.user) + this.root.log({ + metadata: { + "contrib.livekit.realtime.input_alignment_invalidated": true, + }, + }); + }); + private readonly send = (event: Record) => + observe(() => this.client(event)); + constructor( + private session: RealtimeSession, + private root: Span, + private content: boolean, + private capture: () => Capture | undefined, + ) { + session.on("openai_server_event_received", this.receive); + session.on("openai_client_event_queued", this.send); + session.on(errorMonitor, this.failed); + } + private client(event: Record) { + if ( + event.type === "conversation.item.create" && + isObject(event.item) && + event.item.type === "function_call_output" && + typeof event.item.call_id === "string" && + this.pendingTools.length < 256 + ) + this.pendingTools.push(event.item.call_id); + if (event.type === "response.create") { + this.continuation = + isObject(event.response) && event.response.input !== undefined + ? [] + : this.pendingTools.splice(0); + } + if (event.type === "input_audio_buffer.clear") this.failed(); + // No audio inspection or sample bookkeeping when recording is off. + if ( + this.capture()?.user && + event.type === "input_audio_buffer.append" && + typeof event.audio === "string" + ) { + const padding = event.audio.endsWith("==") + ? 2 + : event.audio.endsWith("=") + ? 1 + : 0; + this.queuedSamples += ((event.audio.length / 4) * 3 - padding) / 2; + } + } + private server(event: Record) { + if ( + event.type === "input_audio_buffer.speech_started" || + event.type === "input_audio_buffer.speech_stopped" || + event.type === "session.created" + ) + this.speakingTurn = undefined; + if ( + event.type === "session.created" && + (this.connections++ > 0 || this.users.size > 0) + ) { + this.inputValid = false; + this.pendingUser = undefined; + this.pendingTools = []; + this.continuation = []; + } + if (event.type === "error") this.failed(); + const id = typeof event.item_id === "string" ? event.item_id : undefined; + if ( + event.type === "input_audio_buffer.speech_started" && + id && + !this.users.has(id) + ) { + if (this.users.size >= 256) { + this.root.log({ + metadata: { "contrib.livekit.realtime.association_limit": true }, + }); + return; + } + const span = this.root.startSpan({ name: "user_turn", type: "task" }); + span.log({ + metadata: { + "turn.id": span.spanId, + "openai.item_id": id, + "contrib.livekit.turn.start_event": event.type, + }, + }); + this.users.set(id, { + span, + start: + typeof event.audio_start_ms === "number" + ? event.audio_start_ms + : undefined, + ended: false, + }); + // LiveKit 1.9.x synchronously handles this provider event after emitting + // it, creating user_speaking in the same dispatch. Never carry ownership + // into later tasks (e.g. local VAD or a delayed/changed provider path). + this.speakingTurn = span; + queueMicrotask(() => { + if (this.speakingTurn === span) this.speakingTurn = undefined; + }); + } else if (event.type === "input_audio_buffer.speech_stopped" && id) { + const user = this.users.get(id); + if (!user) return; + user.end = + typeof event.audio_end_ms === "number" ? event.audio_end_ms : undefined; + user.span.log({ + metadata: { + "contrib.livekit.turn.stop_event": event.type, + "openai.input_audio_segments": [ + { item_id: id, audio_start_ms: user.start, audio_end_ms: user.end }, + ], + }, + }); + user.span.end(); + user.ended = true; + this.pendingUser = user; + this.align(user); + } else if ( + event.type === "conversation.item.input_audio_transcription.completed" && + id + ) { + const user = this.users.get(id); + if (user && this.content && typeof event.transcript === "string") { + user.transcript = event.transcript; + user.span.log({ input: [{ role: "user", content: event.transcript }] }); + for (const reply of this.replies.values()) { + if (reply.user === user) this.publishInput(reply); + } + } + } else if ( + event.type === "response.output_item.added" && + isObject(event.item) && + event.item.type === "function_call" && + typeof event.item.call_id === "string" && + typeof event.response_id === "string" + ) { + const user = this.replies.get(event.response_id)?.user; + if (user && this.toolUsers.size < 256) + this.toolUsers.set(event.item.call_id, user); + } else if ( + (event.type === "response.created" || event.type === "response.done") && + isObject(event.response) && + typeof event.response.id === "string" + ) { + const responseId = event.response.id; + if (this.replies.size >= 256 && !this.replies.has(responseId)) return; + let response = this.replies.get(responseId) ?? {}; + if (!response.associated) { + const tools = this.continuation.splice(0); + const users = new Set( + tools.map((id) => this.toolUsers.get(id)).filter(Boolean), + ); + const user = + this.pendingUser ?? (users.size === 1 ? [...users][0] : undefined); + response = { ...response, user, tools, associated: true }; + this.pendingUser = undefined; + } + if (event.type === "response.done") response.response = event.response; + this.replies.set(responseId, response); + this.publish(response); + } + } + private align(user: User) { + const c = this.capture(); + if ( + !c?.user || + !this.inputValid || + user.start === undefined || + user.end === undefined || + c.timeline.msToSamples(user.end) > this.queuedSamples + ) + return; + // The supported path forwards mono 24 kHz samples in order. Server speech + // offsets confirm receipt; resets/reconnects invalidate this sample clock. + const input = c.inputTimeline; + if ( + input.some( + (p) => p.rate !== c.timeline.CALL_SAMPLE_RATE || p.channels !== 1, + ) + ) + return; + for (const p of input) { + const from = Math.max(p.sampleStart, user.start), + to = Math.min(p.sampleStart + p.duration, user.end); + if (to > from) + select( + c, + user.span.spanId, + p.at + from - p.sampleStart, + p.at + to - p.sampleStart, + 0, + ); + } + // Finalization resolves this external turn's selections after audio is ready. + c.externalSpans ??= new Map(); + c.externalSpans.set(user.span.spanId, user.span); + c.publishSelections?.(); + } + bind(responseId: unknown, model: Span, turn?: Span) { + if (typeof responseId !== "string") return; + const response = this.replies.get(responseId) ?? {}; + response.row = model; + response.turn = turn; + this.replies.set(responseId, response); + this.publish(response); + return response.user?.span.spanId; + } + private publish(entry: { + row?: Span; + turn?: Span; + response?: Record; + user?: User; + tools?: string[]; + }) { + if (!entry.row) return; + this.publishInput(entry); + if (entry.user) { + entry.row.log({ metadata: { "turn.reply_to": entry.user.span.spanId } }); + entry.turn?.log({ + metadata: { "turn.reply_to": entry.user.span.spanId }, + }); + } + if (entry.tools?.length) + entry.row.log({ + metadata: { "continuation.tool_call_ids": entry.tools }, + }); + if (!entry.response) return; + entry.row.log({ + metadata: { + "openai.response.id": entry.response.id, + "contrib.livekit.response.status": entry.response.status, + }, + }); + if (this.content) { + const output = messages(entry.response.output); + if (output) { + entry.row.log({ output }); + if (output.some((message) => message.tool_calls?.length)) + entry.turn?.log({ output }); + } + } + } + private publishInput(entry: { row?: Span; user?: User }) { + if (!this.content || entry.user?.transcript === undefined) return; + entry.row?.log({ + input: [{ role: "user", content: entry.user.transcript }], + metadata: { "contrib.livekit.input_scope": "associated_user_turn" }, + }); + } + close() { + this.speakingTurn = undefined; + this.session.off("openai_server_event_received", this.receive); + this.session.off("openai_client_event_queued", this.send); + this.session.off(errorMonitor, this.failed); + for (const user of this.users.values()) + if (!user.ended) { + user.span.log({ metadata: { "turn.incomplete": true } }); + user.span.end(); + } + this.users.clear(); + this.toolUsers.clear(); + this.replies.clear(); + } + takeSpeakingTurn(): Span | undefined { + const turn = this.speakingTurn; + this.speakingTurn = undefined; + return turn; + } +} diff --git a/js/src/instrumentation/livekit/runtime.ts b/js/src/instrumentation/livekit/runtime.ts new file mode 100644 index 000000000..68d4c6000 --- /dev/null +++ b/js/src/instrumentation/livekit/runtime.ts @@ -0,0 +1,142 @@ +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +// Structural boundaries intentionally avoid a runtime dependency on LiveKit/OTel. +import { debugLogger } from "../../debug-logger"; +import type { + AgentSession, + AgentActivity, + EndOfTurnInfo, + ChatMessage, + AudioFrame, +} from "./types"; +import type { Recording } from "./audio"; +import type { Span } from "../../logger"; +import type { Message } from "./schema"; +import type { LiveKitOptions } from "./options"; + +export type NativeSpan = { + name: string; + spanContext(): { spanId: string; traceId: string; traceFlags?: number }; + parentSpanContext?: { spanId: string }; + parentSpanId?: string; + startTime: [number, number]; + endTime: [number, number]; + attributes: Record; + events: { + name: string; + time: [number, number]; + attributes?: Record; + }[]; + status: { code: number; message?: string }; +}; +export type { Packet } from "./audio"; +import type { Selection } from "./audio"; +export type { Selection } from "./audio"; +export type Row = { + span: Span; + native: Pick; + parent?: string; + turn?: string; + session?: string; + ended?: boolean; + folded?: boolean; + replyTo?: string; + messages?: Map; +}; +export type Capture = { + session: any; + row: Row; + user: boolean; + agent: boolean; + origin: number; + recorder: Recording["recorder"]; + timeline: Recording["timeline"]; + inputTimeline: { + at: number; + duration: number; + rate: number; + channels: number; + sampleStart: number; + }[]; + inputDurationMs: number; + outputHolds: Map; + frameCount?: number; + inputEnd?: number; + inputStream?: object; + closed: boolean; + selections: Map; + events: Map; + externalSpans?: Map; + cleanups: (() => void)[]; + finish?: Promise; + publishSelections?: () => void; +}; +interface LiveKitRuntime { + automatic?: boolean; + rows: Map; + captures: WeakMap; + begin(session: AgentSession): void; + realtime( + activity: AgentActivity, + generation?: { + ev?: { responseId?: string }; + inferenceSpan?: NativeSpan; + span?: NativeSpan; + }, + ): void; + input(activity: AgentActivity, stream: ReadableStream): void; + output(session: AgentSession): void; + userTurn(activity: AgentActivity, info: EndOfTurnInfo): void; + finish(session: AgentSession): Promise; + conversation(session: AgentSession, item: ChatMessage): void; + scope(span: any, fn: () => T): T; + inference(fn: () => T): T; +} +const key = Symbol.for("braintrust.livekit.runtime"); +export function runtime(): LiveKitRuntime | undefined { + return (globalThis as any)[key]; +} +export function installRuntime(value: LiveKitRuntime): () => void { + if (runtime()) + throw new Error("Only one LiveKitSpanProcessor may be active per process"); + (globalThis as any)[key] = value; + return () => { + if (runtime() === value) delete (globalThis as any)[key]; + }; +} +export function observe(fn: () => void): void { + try { + fn(); + } catch { + debugLogger.debug("LiveKit instrumentation observation failed"); + } +} +export const nativeId = (span: any): string | undefined => + span?.spanContext?.().spanId; +export const seconds = (time: [number, number]) => time[0] + time[1] / 1e9; +export const nativeFields = (fields: Record = {}) => + Object.fromEntries( + Object.entries(fields).map(([k, v]) => [ + k.startsWith("lk.") ? `contrib.livekit.${k.slice(3)}` : k, + v, + ]), + ); + +// The Node entrypoint supplies platform-specific setup without extending the +// core isomorphic interface with integration-specific operations. +type Prepare = ( + tracer: unknown, + options: LiveKitOptions, + allowContent: boolean, +) => boolean; +const prepareKey = Symbol.for("braintrust.livekit.prepare"); +export function setPreparation(prepare: Prepare): void { + (globalThis as any)[prepareKey] = prepare; +} +export function prepare( + tracer: unknown, + options: LiveKitOptions, + allowContent: boolean, +): boolean { + const setup: Prepare | undefined = (globalThis as any)[prepareKey]; + return setup?.(tracer, options, allowContent) ?? false; +} diff --git a/js/src/instrumentation/livekit/schema.ts b/js/src/instrumentation/livekit/schema.ts new file mode 100644 index 000000000..93b7615cc --- /dev/null +++ b/js/src/instrumentation/livekit/schema.ts @@ -0,0 +1,169 @@ +// LiveKit's native OTel payloads are JSON values, not OpenAI message objects. +// Normalize just the conversational surface; audio bytes are handled by capture. +import { isObject } from "../../../util"; + +export function parse(value: unknown): unknown { + if (typeof value !== "string") return value; + try { + return JSON.parse(value); + } catch { + return value; + } +} +export function operation(name: string): string { + switch (name) { + case "user_turn": + return "user_turn"; + case "agent_turn": + return "assistant_turn"; + case "llm_node": + case "realtime_inference": + return "llm_response"; + case "tts_node": + return "tts"; + default: + return `livekit.${name}`; + } +} +export function isContentKey(key: string): boolean { + return ( + key.includes(".pii.") || + /^gen_ai\.(input\.|output\.|system_instructions|tool\.(definitions|call\.(arguments|result)|description))/.test( + key, + ) + ); +} + +export type Message = { + role: string; + content: string | null; + tool_calls?: { + id: string; + type: "function"; + function: { name: string; arguments: string }; + }[]; + tool_call_id?: string; +}; +function stringify(value: unknown): string { + return typeof value === "string" ? value : (JSON.stringify(value) ?? ""); +} +function text(value: unknown): string { + if (typeof value === "string") return value; + if (Array.isArray(value)) return value.map(text).join(""); + if (!isObject(value)) return ""; + if (value.type === "text") + return typeof value.content === "string" + ? value.content + : typeof value.text === "string" + ? value.text + : ""; + // Do not serialize inline image/audio frames into text or metadata. + return typeof value.transcript === "string" ? value.transcript : ""; +} +export function messages(value: unknown): Message[] | undefined { + const parsed = parse(value); + const items = Array.isArray(parsed) + ? parsed + : isObject(parsed) && Array.isArray(parsed.items) + ? parsed.items + : undefined; + if (!items) return; + const result: Message[] = []; + for (const item of items) { + if (!isObject(item)) continue; + if (item.type === "function_call") { + const id = item.call_id ?? item.callId; + if (typeof id === "string" && typeof item.name === "string") + result.push({ + role: "assistant", + content: null, + tool_calls: [ + { + id, + type: "function", + function: { + name: item.name, + arguments: stringify(item.arguments ?? item.args), + }, + }, + ], + }); + } else if (item.type === "function_call_output") { + const id = item.call_id ?? item.callId; + if (typeof id === "string") + result.push({ + role: "tool", + content: stringify(item.output), + tool_call_id: id, + }); + } else if (typeof item.role === "string") { + const parts = Array.isArray(item.parts) ? item.parts : []; + const message: Message = { + role: item.role, + content: text(item.content ?? parts) || null, + }; + for (const part of parts) { + if (!isObject(part)) continue; + if ( + part.type === "tool_call" && + typeof part.id === "string" && + typeof part.name === "string" + ) { + (message.tool_calls ??= []).push({ + id: part.id, + type: "function", + function: { name: part.name, arguments: stringify(part.arguments) }, + }); + } else if ( + part.type === "tool_call_response" && + typeof part.id === "string" + ) { + message.tool_call_id = part.id; + message.content = stringify(part.response); + } + } + result.push(message); + } + } + return result; +} + +export function modelFields(attrs: Record) { + const metrics: Record = {}; + for (const [target, sources] of Object.entries({ + prompt_tokens: ["gen_ai.usage.input_tokens"], + completion_tokens: ["gen_ai.usage.output_tokens"], + cache_read_input_tokens: [ + "gen_ai.usage.cache_read.input_tokens", + "gen_ai.usage.input_cached_tokens", + ], + cache_creation_input_tokens: ["gen_ai.usage.cache_write.input_tokens"], + reasoning_tokens: [ + "gen_ai.usage.reasoning.output_tokens", + "gen_ai.usage.reasoning_tokens", + ], + time_to_first_token: [ + "contrib.livekit.response.ttft", + "gen_ai.response.time_to_first_chunk", + ], + })) { + const value = sources + .map((key) => attrs[key]) + .find( + (value) => + typeof value === "number" && Number.isFinite(value) && value >= 0, + ); + if (typeof value === "number") metrics[target] = value; + } + if ( + metrics.prompt_tokens !== undefined && + metrics.completion_tokens !== undefined + ) + metrics.tokens = metrics.prompt_tokens + metrics.completion_tokens; + const metadata: Record = {}; + const model = attrs["gen_ai.response.model"] ?? attrs["gen_ai.request.model"]; + const provider = attrs["gen_ai.provider.name"]; + if (typeof model === "string") metadata.model = model; + if (typeof provider === "string") metadata.provider = provider; + return { metrics, metadata }; +} diff --git a/js/src/instrumentation/livekit/types.ts b/js/src/instrumentation/livekit/types.ts new file mode 100644 index 000000000..5e059abd5 --- /dev/null +++ b/js/src/instrumentation/livekit/types.ts @@ -0,0 +1,41 @@ +import type { NativeSpan } from "./runtime"; +import type { RealtimeSession } from "./realtime"; + +/** Relevant LiveKit 1.9.x boundaries, vendored to avoid a runtime dependency. */ +export interface AudioFrame { + data: Int16Array; + sampleRate: number; + channels: number; +} +export interface SpeechHandle { + _agentTurnSpan?: NativeSpan; +} +export interface AgentSession { + sessionSpan?: NativeSpan; + activity?: AgentActivity; + output?: { audio?: AudioOutput | null }; +} +export interface AgentActivity { + agentSession: AgentSession; + currentSpeech?: SpeechHandle; + realtimeSession?: RealtimeSession; +} +export interface AudioOutput { + captureFrame(frame: AudioFrame): Promise; + flush(): unknown; + clearBuffer(): unknown; + on(event: string, callback: (...args: never[]) => void): unknown; + off?(event: string, callback: (...args: never[]) => void): unknown; +} +export interface EndOfTurnInfo { + userTurnSpan?: NativeSpan; + startedSpeakingAt?: number; + stoppedSpeakingAt?: number; +} +export interface ChatMessage { + type: string; + id: string; + role?: string; + textContent?: string; + interrupted?: boolean; +} diff --git a/js/src/instrumentation/livekit/wrap.ts b/js/src/instrumentation/livekit/wrap.ts new file mode 100644 index 000000000..db69af32f --- /dev/null +++ b/js/src/instrumentation/livekit/wrap.ts @@ -0,0 +1,92 @@ +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +import type { AudioFrame, ChatMessage, EndOfTurnInfo } from "./types"; +import { livekitChannels } from "../plugins/livekit-channels"; + +const wrapped = Symbol.for("braintrust.livekit.wrapped"); +function method( + target: any, + name: string, + channel: Exclude, + before?: () => void, + receiver?: object, +) { + const original = target[name]; + if (typeof original !== "function" || original[wrapped]) return; + const fn = function (this: unknown, ...args: unknown[]) { + before?.(); + const self = receiver ?? this; + if (channel === "inference") + return livekitChannels.inference.invoke(original, self, args, {}); + if (channel === "conversation") + return livekitChannels.conversation.invoke( + original, + self, + args as [ChatMessage], + {}, + ); + if (channel === "input") + return livekitChannels.input.invoke( + original, + self, + args as [ReadableStream], + {}, + ); + if (channel === "userCompleted") + return livekitChannels.userCompleted.invoke( + original, + self, + args as [EndOfTurnInfo, unknown?], + {}, + ); + if (channel === "userTurn") + return livekitChannels.userTurn.invoke( + original, + self, + args as [EndOfTurnInfo], + {}, + ); + if (channel === "output") { + return livekitChannels[channel].invoke(original, self, args, {}); + } + return livekitChannels[channel].invoke(original, self, args, {}); + }; + Object.defineProperty(fn, wrapped, { value: true }); + target[name] = fn; +} +/** Wrap a LiveKit 1.9.x AgentSession before start when the Node loader cannot be used. */ +export function wrapLiveKitSession(session: T): T { + const target = session as any; + if ( + typeof target._startImpl !== "function" || + typeof target._conversationItemAdded !== "function" + ) { + throw new TypeError("Expected a LiveKit 1.9.x AgentSession"); + } + method(target, "_startImpl", "start"); + method(target, "closeImpl", "close"); + method(target, "onAudioOutputChanged", "output"); + // AgentOutput saves the callback during construction, before manual wrapping. + if (target.output) + method(target.output, "audioChanged", "output", undefined, target); + // Native handoff inserts a conversation item after assigning the next activity, + // before it starts or attaches input. Use that lifecycle for each new activity. + method(target, "_conversationItemAdded", "conversation", () => { + const activity = target.activity; + if (!activity) return; + // Without a loader, wrap the node entrypoints that start provider work. + if (activity.agent) { + method(activity.agent, "llmNode", "inference"); + method(activity.agent, "ttsNode", "inference"); + } + for (const [name, channel] of [ + ["attachAudioInput", "input"], + ["_startSessionImpl", "activity"], + ["onEndOfTurn", "userTurn"], + ["userTurnCompleted", "userCompleted"], + ["_realtimeGenerationTaskImpl", "realtime"], + ["_pipelineReplyTaskImpl", "pipeline"], + ] as const) + method(activity, name, channel); + }); + return session; +} diff --git a/js/src/instrumentation/plugins/livekit-channels.ts b/js/src/instrumentation/plugins/livekit-channels.ts new file mode 100644 index 000000000..82d82a0e6 --- /dev/null +++ b/js/src/instrumentation/plugins/livekit-channels.ts @@ -0,0 +1,61 @@ +import type { AudioFrame, EndOfTurnInfo, ChatMessage } from "../livekit/types"; +import { channel, defineChannels } from "../core/channel-definitions"; +import { INSTRUMENTATION_NAMES } from "../../span-origin"; +export const livekitChannels = defineChannels( + "@livekit/agents", + { + trace: channel({ + channelName: "telemetry.trace", + kind: "sync-stream", + }), + provider: channel({ + channelName: "telemetry.provider", + kind: "sync-stream", + }), + inference: channel({ + channelName: "generation.inference", + kind: "sync-stream", + }), + conversation: channel<[ChatMessage], unknown>({ + channelName: "session.conversation", + kind: "sync-stream", + }), + userCompleted: channel<[EndOfTurnInfo, unknown?], unknown>({ + channelName: "activity.userCompleted", + kind: "async", + }), + pipeline: channel({ + channelName: "activity.pipeline", + kind: "async", + }), + realtime: channel({ + channelName: "activity.realtime", + kind: "async", + }), + start: channel({ + channelName: "session.start", + kind: "async", + }), + close: channel({ + channelName: "session.close", + kind: "async", + }), + input: channel<[ReadableStream], unknown>({ + channelName: "activity.input", + kind: "sync-stream", + }), + output: channel({ + channelName: "session.output", + kind: "sync-stream", + }), + activity: channel({ + channelName: "activity.start", + kind: "async", + }), + userTurn: channel<[EndOfTurnInfo], unknown>({ + channelName: "activity.userTurn", + kind: "async", + }), + }, + { instrumentationName: INSTRUMENTATION_NAMES.LIVEKIT }, +); diff --git a/js/src/instrumentation/plugins/livekit-plugin.ts b/js/src/instrumentation/plugins/livekit-plugin.ts new file mode 100644 index 000000000..9f72fcf54 --- /dev/null +++ b/js/src/instrumentation/plugins/livekit-plugin.ts @@ -0,0 +1,115 @@ +import type { LiveKitOptions } from "../livekit/options"; +/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions -- receivers are private, version-pinned LiveKit hook boundaries. */ +import type { + AgentSession, + ChatMessage, + AudioFrame, + EndOfTurnInfo, +} from "../livekit/types"; +import { BasePlugin } from "../core"; +import { livekitChannels } from "./livekit-channels"; +import { runtime, observe, prepare } from "../livekit/runtime"; +export class LiveKitPlugin extends BasePlugin { + private started = false; + private allowContent = true; + constructor(private options: LiveKitOptions = {}) { + super(); + } + configure(options: LiveKitOptions) { + if (this.started) + throw new Error("Configure LiveKit before starting a session"); + this.options = options; + } + + protected onEnable(): void { + this.unsubscribers.push( + livekitChannels.provider.intercept((target, self, args) => { + const options = args[1] as { allowPii?: boolean } | undefined; + this.allowContent = options?.allowPii ?? true; + return Reflect.apply(target, self, args); + }), + livekitChannels.trace.intercept((target, self, args) => { + observe(() => { + const prepared = prepare(self, this.options, this.allowContent); + this.started ||= prepared; + }); + return Reflect.apply(target, self, args); + }), + ); + this.unsubscribers.push( + livekitChannels.inference.intercept((target, self, args) => { + const invoke = () => Reflect.apply(target, self, args); + const rt = runtime(); + return rt ? rt.inference(invoke) : invoke(); + }), + ); + for (const key of [ + "pipeline", + "conversation", + "userCompleted", + "realtime", + "start", + "input", + "output", + "activity", + "userTurn", + ] as const) { + this.unsubscribers.push( + livekitChannels[key].intercept( + (target: any, self: any, args: unknown[]): any => { + observe(() => { + const rt = runtime(); + if (key === "realtime") rt?.realtime(self, args[0] as any); + if (key === "conversation") + rt?.conversation(self, args[0] as ChatMessage); + if (key === "start") rt?.begin(self); + if (key === "input") + rt?.input(self, args[0] as ReadableStream); + if (key === "output") rt?.output(self); + if (key === "activity") rt?.output(self.agentSession); + if (key === "userTurn") + rt?.userTurn(self, args[0] as EndOfTurnInfo); + }); + const rt = runtime(); + if ( + rt && + (key === "userCompleted" || + key === "realtime" || + key === "pipeline") + ) { + const first = args[0] as any; + return rt.scope( + key === "userCompleted" + ? first?.userTurnSpan + : key === "pipeline" + ? first?.span + : first?.inferenceSpan, + () => Reflect.apply(target, self, args), + ); + } + return Reflect.apply(target, self, args); + }, + ), + ); + } + this.unsubscribers.push( + livekitChannels.close.intercept(async (target, self, args) => { + try { + return await Reflect.apply(target, self, args); + } finally { + try { + const rt = runtime(); + const finished = rt?.finish(self as AgentSession); + if (rt?.automatic) await finished; + else void finished?.catch(() => {}); + } catch { + /* Keep shutdown usable. */ + } + } + }), + ); + } + protected onDisable(): void { + for (const unsubscribe of this.unsubscribers.splice(0)) unsubscribe(); + } +} diff --git a/js/src/instrumentation/registry.ts b/js/src/instrumentation/registry.ts index 9fbc5b79b..7bd4809fd 100644 --- a/js/src/instrumentation/registry.ts +++ b/js/src/instrumentation/registry.ts @@ -51,9 +51,27 @@ class PluginRegistry { /** * Configure which integrations should be enabled. - * This must be called before any SDK imports to take effect. + * This must be called before any SDK imports to take effect. LiveKit-only + * options may also be configured before its first native span. */ configure(config: InstrumentationConfig): void { + // Importing braintrust enables plugins before users can call this API. + // Forward LiveKit-only settings so its integration can accept configuration + // until first use; the LiveKit plugin owns that restriction. Other plugins + // retain their existing configuration lifecycle. + if ( + this.enabled && + Object.keys(config).every((k) => k === "integrations") && + config.integrations && + "livekit" in config.integrations && + Object.keys(config.integrations).every((k) => k === "livekit") + ) { + const disabled = this.readEnvConfig().integrations?.livekit === false; + this.braintrustPlugin?.configureLiveKit( + disabled ? false : config.integrations.livekit, + ); + return; + } if (this.enabled) { // eslint-disable-next-line no-restricted-properties -- preserving intentional console usage. console.warn( diff --git a/js/src/node/config.ts b/js/src/node/config.ts index 6b3f37802..e837139da 100644 --- a/js/src/node/config.ts +++ b/js/src/node/config.ts @@ -1,3 +1,4 @@ +import { configureLiveKit } from "../instrumentation/livekit/node/auto"; import { AsyncLocalStorage } from "node:async_hooks"; import * as path from "node:path"; import * as fs from "node:fs/promises"; @@ -24,6 +25,9 @@ const BRAINTRUST_ENV_SEARCH_PARENT_LIMIT = 64; export function configureNode() { iso.buildType = "node"; + // Register LiveKit's Node-only setup without exposing package loading to + // browser plugins. The integration initializes lazily; no audio is loaded here. + configureLiveKit(); iso.getRepoInfo = getRepoInfo; iso.getPastNAncestors = getPastNAncestors; diff --git a/js/src/span-origin.ts b/js/src/span-origin.ts index 755fc43f5..7dadc1953 100644 --- a/js/src/span-origin.ts +++ b/js/src/span-origin.ts @@ -28,6 +28,7 @@ export const INSTRUMENTATION_NAMES = { GOOGLE_GENAI: "google-genai", GROQ: "groq", HUGGINGFACE: "huggingface", + LIVEKIT: "livekit", LANGCHAIN: "langchain", LANGSMITH: "langsmith", MASTRA: "mastra", diff --git a/js/tsup.config.ts b/js/tsup.config.ts index 2069228de..4a379f2f0 100644 --- a/js/tsup.config.ts +++ b/js/tsup.config.ts @@ -9,22 +9,27 @@ const define = { __BRAINTRUST_SDK_VERSION__: JSON.stringify(packageJson.version), }; +const nodeEntries = { + index: "src/node/index.ts", + "custom-views": "src/custom-views/exports.ts", + preprocessors: "src/preprocessors/exports.ts", + "apply-auto-instrumentation": "src/node/apply-auto-instrumentation-entry.ts", + "vitest-evals-reporter": "src/wrappers/vitest-evals/reporter.ts", +}; + export default defineConfig([ // Node.js entrypoint { entry: { - index: "src/node/index.ts", - "custom-views": "src/custom-views/exports.ts", - preprocessors: "src/preprocessors/exports.ts", - "apply-auto-instrumentation": - "src/node/apply-auto-instrumentation-entry.ts", - "vitest-evals-reporter": "src/wrappers/vitest-evals/reporter.ts", + ...nodeEntries, + livekit: "src/instrumentation/livekit/processor.ts", }, format: ["cjs", "esm"], outDir: "dist", external: ["zod"], removeNodeProtocol: false, dts: { + entry: nodeEntries, // Split DTS generation to reduce memory usage compilerOptions: { skipLibCheck: true, @@ -34,6 +39,18 @@ export default defineConfig([ define, clean: true, }, + // Keep the optional integration's declarations separate from the core API. + { + entry: { livekit: "src/instrumentation/livekit/processor.ts" }, + format: ["cjs", "esm"], + outDir: "dist", + external: ["zod"], + removeNodeProtocol: false, + dts: { only: true, compilerOptions: { skipLibCheck: true } }, + splitting: false, + define, + clean: false, + }, { entry: { cli: "src/cli/index.ts" }, format: ["cjs"], diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index adf5e522b..f28e137c4 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -87,6 +87,9 @@ importers: e2e: devDependencies: + '@braintrust/audio': + specifier: workspace:^ + version: link:../integrations/audio '@braintrust/deepseek-harness': specifier: workspace:^ version: link:../integrations/deepseek-harness From 2f184fa8edc55ea1dde5931f5662d6c0a1b6b106 Mon Sep 17 00:00:00 2001 From: David Elner Date: Fri, 9 Oct 2026 08:27:51 -0400 Subject: [PATCH 3/3] Added: Duplex support for LiveKit --- .changeset/solid-donuts-drop.md | 2 +- e2e/config/pr-comment-scenarios.json | 2 +- .../livekit-v1-duplex-overlap.websocket.json | 6023 +++++++++++++++++ .../livekit-v1-duplex.websocket.json | 4672 +++++++++++++ ...70c9bcce31eee6c294f23cdfd54c08e20ff7e2.bin | Bin 0 -> 180000 bytes .../livekit-v1-half-cascade.cassette.json | 61 + .../livekit-v1-half-cascade.websocket.json | 1646 +++++ ...it-v1-latest-duplex-overlap.websocket.json | 5889 ++++++++++++++++ .../livekit-v1-latest-duplex.websocket.json | 4637 +++++++++++++ ...6badc1c4dba2b376ad6ffc4456328b648f788d.bin | Bin 0 -> 151200 bytes ...vekit-v1-latest-half-cascade.cassette.json | 61 + ...ekit-v1-latest-half-cascade.websocket.json | 1647 +++++ ...livekit-v1-latest-reconnect.websocket.json | 3666 ++++++++++ ...bed88a67959f022f2975055939ba23aa40913d.bin | Bin 0 -> 201600 bytes ...f914ba97d5c3581878e7ff0fd35b94e78feac3.bin | Bin 0 -> 223200 bytes .../livekit-v1-latest-recovered.cassette.json | 1899 ++++++ ...d3cbe895067775db0591ee1e08ea2ab97e27bc.bin | Bin 0 -> 259200 bytes ...-v1-latest-streaming-cascade.cassette.json | 1725 +++++ ...v1-latest-streaming-cascade.websocket.json | 1144 ++++ .../livekit-v1-reconnect.websocket.json | 3728 ++++++++++ ...4d73793ea36e7689e5bf7e1a713ad5c1129ea5.bin | Bin 0 -> 180000 bytes ...f48e65f4fad3b69a895d1cb172e3ff62565f02.bin | Bin 0 -> 196800 bytes .../livekit-v1-recovered.cassette.json | 1899 ++++++ ...7830679ce74e559daf26c7bc5d40bd6acae648.bin | Bin 0 -> 240000 bytes ...livekit-v1-streaming-cascade.cassette.json | 1726 +++++ ...ivekit-v1-streaming-cascade.websocket.json | 1155 ++++ .../livekit-v1-audio.span-tree.json | 7 + .../livekit-v1-audio.span-tree.txt | 7 + .../livekit-v1-duplex-overlap.span-tree.json | 1012 +++ .../livekit-v1-duplex-overlap.span-tree.txt | 903 +++ .../livekit-v1-duplex.span-tree.json | 732 ++ .../livekit-v1-duplex.span-tree.txt | 645 ++ .../livekit-v1-half-cascade.span-tree.json | 741 ++ .../livekit-v1-half-cascade.span-tree.txt | 648 ++ .../livekit-v1-interrupted.span-tree.json | 7 + .../livekit-v1-interrupted.span-tree.txt | 7 + .../livekit-v1-latest-audio.span-tree.json | 7 + .../livekit-v1-latest-audio.span-tree.txt | 7 + ...it-v1-latest-duplex-overlap.span-tree.json | 1075 +++ ...kit-v1-latest-duplex-overlap.span-tree.txt | 962 +++ .../livekit-v1-latest-duplex.span-tree.json | 732 ++ .../livekit-v1-latest-duplex.span-tree.txt | 645 ++ ...ekit-v1-latest-half-cascade.span-tree.json | 741 ++ ...vekit-v1-latest-half-cascade.span-tree.txt | 648 ++ ...vekit-v1-latest-interrupted.span-tree.json | 7 + ...ivekit-v1-latest-interrupted.span-tree.txt | 7 + .../livekit-v1-latest-order.span-tree.json | 7 + .../livekit-v1-latest-order.span-tree.txt | 7 + .../livekit-v1-latest-realtime.span-tree.json | 107 +- .../livekit-v1-latest-realtime.span-tree.txt | 107 +- ...livekit-v1-latest-reconnect.span-tree.json | 1069 +++ .../livekit-v1-latest-reconnect.span-tree.txt | 960 +++ ...ivekit-v1-latest-recovered.span-tree.json} | 1029 ++- ...livekit-v1-latest-recovered.span-tree.txt} | 1106 ++- .../livekit-v1-latest-segments.span-tree.json | 1569 ----- .../livekit-v1-latest-segments.span-tree.txt | 1480 ---- ...v1-latest-streaming-cascade.span-tree.json | 788 +++ ...-v1-latest-streaming-cascade.span-tree.txt | 687 ++ .../livekit-v1-order.span-tree.json | 7 + .../livekit-v1-order.span-tree.txt | 7 + .../livekit-v1-realtime.span-tree.json | 107 +- .../livekit-v1-realtime.span-tree.txt | 107 +- .../livekit-v1-reconnect.span-tree.json | 1069 +++ .../livekit-v1-reconnect.span-tree.txt | 960 +++ .../livekit-v1-recovered.span-tree.json | 954 +++ .../livekit-v1-recovered.span-tree.txt | 838 +++ ...ivekit-v1-streaming-cascade.span-tree.json | 788 +++ ...livekit-v1-streaming-cascade.span-tree.txt | 687 ++ .../assertions.test.ts | 53 + .../livekit-instrumentation/assertions.ts | 178 + .../fixtures/followup-24khz.pcm | Bin 0 -> 189600 bytes .../livekit-instrumentation/scenario.mjs | 187 +- .../livekit-instrumentation/scenario.test.ts | 536 +- .../websocket-cassette.mjs | 136 +- js/src/instrumentation/livekit/audio.ts | 40 +- .../instrumentation/livekit/capture-state.ts | 10 +- .../instrumentation/livekit/capture.test.ts | 196 +- js/src/instrumentation/livekit/options.ts | 5 + js/src/instrumentation/livekit/playback.ts | 43 +- .../instrumentation/livekit/processor.test.ts | 226 +- js/src/instrumentation/livekit/processor.ts | 214 +- .../livekit/realtime-metrics.test.ts | 86 + .../livekit/realtime-metrics.ts | 83 + .../instrumentation/livekit/realtime.test.ts | 643 +- js/src/instrumentation/livekit/realtime.ts | 509 +- js/src/instrumentation/livekit/runtime.ts | 6 +- .../instrumentation/livekit/streams.test.ts | 53 + js/src/instrumentation/livekit/streams.ts | 48 + js/src/instrumentation/livekit/turns.test.ts | 111 + js/src/instrumentation/livekit/turns.ts | 182 + js/src/instrumentation/livekit/types.ts | 14 + 91 files changed, 63653 insertions(+), 5468 deletions(-) create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-duplex-overlap.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-duplex.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-half-cascade.cassette.blobs/5738cb618b2c35a36f42d49ca570c9bcce31eee6c294f23cdfd54c08e20ff7e2.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-half-cascade.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-half-cascade.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-duplex-overlap.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-duplex.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-half-cascade.cassette.blobs/a56da26af0789aa678f9dbd3016badc1c4dba2b376ad6ffc4456328b648f788d.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-half-cascade.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-half-cascade.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-reconnect.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-recovered.cassette.blobs/3749808ddea87d9af00f9fcd4fbed88a67959f022f2975055939ba23aa40913d.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-recovered.cassette.blobs/80bce2b7603b863a773cf80bc0f914ba97d5c3581878e7ff0fd35b94e78feac3.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-recovered.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-streaming-cascade.cassette.blobs/45057717a88ef704629c6da591d3cbe895067775db0591ee1e08ea2ab97e27bc.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-streaming-cascade.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-latest-streaming-cascade.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-reconnect.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-recovered.cassette.blobs/7d9135323fd455ab76a579b0ab4d73793ea36e7689e5bf7e1a713ad5c1129ea5.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-recovered.cassette.blobs/f1169e6c46641ae906aa1ee671f48e65f4fad3b69a895d1cb172e3ff62565f02.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-recovered.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-streaming-cascade.cassette.blobs/fd25a59c58e493a5cccaff311b7830679ce74e559daf26c7bc5d40bd6acae648.bin create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-streaming-cascade.cassette.json create mode 100644 e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-streaming-cascade.websocket.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.txt rename e2e/scenarios/livekit-instrumentation/__snapshots__/{livekit-v1-segments.span-tree.json => livekit-v1-latest-recovered.span-tree.json} (58%) rename e2e/scenarios/livekit-instrumentation/__snapshots__/{livekit-v1-segments.span-tree.txt => livekit-v1-latest-recovered.span-tree.txt} (56%) delete mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json delete mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-reconnect.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-reconnect.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.json create mode 100644 e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.txt create mode 100644 e2e/scenarios/livekit-instrumentation/assertions.test.ts create mode 100644 e2e/scenarios/livekit-instrumentation/assertions.ts create mode 100644 e2e/scenarios/livekit-instrumentation/fixtures/followup-24khz.pcm create mode 100644 js/src/instrumentation/livekit/realtime-metrics.test.ts create mode 100644 js/src/instrumentation/livekit/realtime-metrics.ts create mode 100644 js/src/instrumentation/livekit/streams.test.ts create mode 100644 js/src/instrumentation/livekit/streams.ts create mode 100644 js/src/instrumentation/livekit/turns.test.ts create mode 100644 js/src/instrumentation/livekit/turns.ts diff --git a/.changeset/solid-donuts-drop.md b/.changeset/solid-donuts-drop.md index f55585240..7f7d3076f 100644 --- a/.changeset/solid-donuts-drop.md +++ b/.changeset/solid-donuts-drop.md @@ -4,6 +4,6 @@ feat(livekit): add automatic voice traces and optional recordings -Add automatic LiveKit Agents tracing through the standard loader and logger, with turn, transcript, model, synthesis, and tool spans for cascade and realtime sessions. Preserve native usage and selected LiveKit metadata, and suppress redundant provider spans only within tracked inference work. +Add automatic LiveKit Agents tracing through the standard loader and logger, with turn, transcript, model, synthesis, and tool spans for cascade, realtime, duplex, and half-cascade sessions. Build realtime turns and model content from LiveKit’s common events and streams, including delayed caller transcripts. Preserve native usage even when metrics arrive before inference setup, retain selected LiveKit metadata, and suppress redundant provider spans only within tracked inference work. Support opt-in caller and agent recordings through the optional `@braintrust/audio` package, with direct playback selections on turns and speaking spans. Default recordings to Ogg; preserve text and metadata tracing when the extension is unavailable. Include `braintrust/livekit` APIs for manually managed telemetry. diff --git a/e2e/config/pr-comment-scenarios.json b/e2e/config/pr-comment-scenarios.json index b24333cca..ff132de18 100644 --- a/e2e/config/pr-comment-scenarios.json +++ b/e2e/config/pr-comment-scenarios.json @@ -923,7 +923,7 @@ }, { "scenarioDirName": "livekit-instrumentation", - "label": "LiveKit voice instrumentation (automatic and manual)", + "label": "LiveKit voice instrumentation (streaming cascade, realtime, duplex, half-cascade, reconnect, interruption recovery; automatic and manual)", "metadataScenario": "livekit-instrumentation", "variants": [ { diff --git a/e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-duplex-overlap.websocket.json b/e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-duplex-overlap.websocket.json new file mode 100644 index 000000000..dfa8254f9 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-duplex-overlap.websocket.json @@ -0,0 +1,6023 @@ +[ + { + "direction": "send", + "message": { + "type": "session.start", + "event_id": "session_start_593a9fc0-fcb", + "session": { + "model": "gpt-live-1", + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "audio": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "output": { + "voice": "marin" + } + }, + "delegation": { + "type": "responses", + "responses": { + "model": "gpt-5.6-luna", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false, + "$schema": "https://json-schema.org/draft/2019-09/schema#" + } + } + ] + } + } + } + } + }, + { + "direction": "receive", + "message": { + "event_id": "event_EWxr0A766rLgfHErxzsth", + "type": "session.started", + "client_event_id": "session_start_593a9fc0-fcb", + "session": { + "id": "session_fixture_1", + "expires_at": 1791532481, + "model": "gpt-live-1", + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "audio": { + "output": { + "voice": "marin" + }, + "format": { + "type": "audio/pcm", + "rate": 24000 + } + }, + "delegation": { + "type": "responses", + "responses": { + "model": "gpt-5.6-luna", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false, + "$schema": "https://json-schema.org/draft/2019-09/schema#" + } + } + ], + "tool_choice": "auto" + } + }, + "status": "active", + "input": [] + } + } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.output_audio.delta", + "delta": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.output_transcript.delta", + "start_ms": 7400, + "end_ms": 7600, + "delta": " on Friday", + "event_id": "event_EWxr71W5lSZEAUl673Q8p" + } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.output_audio.delta", + "delta": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.input_transcript.delta", + "start_ms": 7600, + "end_ms": 7800, + "delta": " Thanks", + "event_id": "event_EWxr76Sh3CpHVSFhJExRS" + } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.output_transcript.delta", + "start_ms": 7600, + "end_ms": 7800, + "delta": ".", + "event_id": "event_EWxr77eFGPGHuW6iLzfO9" + } + }, + { + "direction": "receive", + "message": { + "type": "session.output_audio.delta", + "delta": 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+ } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.output_audio.delta", + "delta": 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+ } + }, + { + "direction": "send", + "message": { + "type": "session.input_audio.append", + "audio": 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Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day." + }, + "event_id": "instructions_update_5220833c-f7b" + } + }, + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "model": "gpt-realtime-mini", + "tools": [ + { + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false, + "$schema": "https://json-schema.org/draft/2019-09/schema#" + }, + "type": "function" + } + ] + }, + "event_id": "tools_update_2008d3ee-00b" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. 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Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527154, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxP8l2Ocvl6cLPeB143q", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxP8tFyLOiV8Dj54XGYr", + "model": "gpt-realtime-mini", + "output_modalities": ["text"], + "instructions": "You help customers check orders. 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Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527154, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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PMQ7sDJQL8wlyCOsGbgVsBFsDywJiAvgB2AFiAeIAHAAL/8b9Rvyn+gP5VPfm9Vb0GfPK8bLw6u8X787uk+6a7izvl++B8Ezx+fHL8inzZ/N48wPznvLF8eLw3u/Q7sTtzuz16xrrkero6XHpEOmk6HLoGujR52Pn0eY75mnlmeSb427iUuEG4KzeqN2w3DvcXdwH3VDef+Cp45DnJe0A86L5aABpBlgMURG3FYcZHRw9Hv0eaR8jH0Mefh0THLIaSxl1F/AVahQlE3cS4hGtEXYRCxGSEKEPbg7EDLQKHggZBdcBTf5A+2f4PfbY9LvzcfOp8270MfYx+PX6+v1AAd0EgAjoCx4PsRG/EzkV+BU6FhMWlhUqFckUgxSBFKAU7RR8FR0WzhZjF5IXdRfAFpUVAhT0EasP7gwUCusGuQO2AOT9k/uh+Tz4TfcO91z3Tfjx+bf7x/3A/3IB7gIjBB4F+gW8BjcHnQfJB+4HNAiRCA4JmAkvCqkKSgu3CygMmAyfDJQMJAw/C0oK0gg0B2cFTQMpAez+tvym+uH4d/dc9pn1IPWm9IH0Q/Q19B/0AfS680XzrvIB8hrxX/Be75ru/e1W7T3tA+0s7ZXt5O1t7tPu9e4K7wXveO4p7k7tXeyk617qoemb6J3n++b/5Yjl+uRj5BXkh+P24pzi1OFW4YPgwN9P3+reZN/x32Hh2uOV5p/roPCV9jP9oQKXCJ0N7hHgFVQYIBruGuoa7xpcGhkaxxlVGWMZ5RirGEYYmhdpF/YWqxY8FnEVcBT0EjUR9Q46DC4JaQWsAcv9P/p893j1i/Ry9Dr1qPbA+FP7Fv7oAE4DVAXfBioIGwkFCscKbQs2DPIMwA3WDvUPYBH/EpcUWxb6F4UZ0BriG2Ucexz9G5oa0hhWFn4TrBCVDboKBghqBVoDigFXAI7/7v68/kz+If74/bv92f2z/db93v3S/dX92/3b/T3+of6A/5AA7QGgA3oFiAeiCYoLOg1JDuMO2Q4LDtkMHwstCVQHdQUDBN8CRgIDAgMCQAIhAg0CdQFYADv/Tv2j+4r5WPed9avzWvI48T3wfO/67mbuEO4B7rPt0u3L7dHtCu4M7mTuZO5T7hvuZe2i7MPrt+r16UDp2+jJ6MfoLukU6U/pP+m76L3o5OdR56bmsOXk5PvjLeMv4kHhR+AG33neSN4t3sjfpuEN5GPpwO1G9JL76wCoB08M5w9kE2kUERW6FIgT1xIpEmkSHBO3FAsXTBnuG+UdCB/KH00fSh5QHN8Z1xZPE10QywzCCXcHVQSNAmgAQ/5Y/dT7lfu++/j7AP3D/dn+9P/EAIABmAFzARkBygC6ABYBEQKDA8gFmAiDC/UO+hHgFHgXLRmRGiMbDhvPGtkZ8BjFF30W" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.created", + "event_id": "event_EWxPIbZouxDVfSuA6oDRq", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPIe2aSV225is7T0ucr", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.", + "tools": [], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527164, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": null, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 200, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "alloy", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxPI4NOI27Ewm8YEbEAl", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPIe2aSV225is7T0ucr", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527164, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxPI2mYXGuSnF94HUu13", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPIe2aSV225is7T0ucr", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527164, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxPIY4p7ZVHTUMDiGOk0", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPIe2aSV225is7T0ucr", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527164, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxPJJzGx4yrkLTIej1gV", + "response_id": "resp_EWxPJfXZ1YDhTnF8o9lux", + "item_id": "item_EWxPJAQJLEfayUTopTBLj", + "output_index": 0, + "content_index": 0, + "delta": 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3avfR9y32o/Su9Ozz9/Mf8nXx8vGJ8bzwB/BQ7xHw2PA+8WXxgfAk72nu5e5c8JLwtPA08K3w8fGm8qT0fvag+Yb8mvyb/Iv9l/5bAT0DlATxBhwJpQq0Ct4LwA3cD0oReBEpEZUQmxDTEMcR9RJ4E4AT4xEXD5UO+Q45DjcN/Au2CgAJbAdZBoQFHAVbBL8DqwK1ABX/e/5l/or+Ef8KAOL/nP8+/4D/SgDPAEUAVAGLAioD1QOXAykFNAcjCNwJ0QmwCIAIWwleCpgK/AkbCb0I+AgTCJUHNwe3BUYFvwOMAlgBXP+s/m7+kv0q/In62Pgi+Dn35vZt9sv0lvPt8jzyP/JO8bjwOvDj8KrwY+9X7yTu+O0P7q7tuO267QvuBe9w7wfvH+457k7t3O7C7/vtG+5T7VrurO+J72/y1/NN91/7vfuF/Mv7sf30AIAC4gJFA2EEPgg+C54NSg7HDvIQlxKOEoAR8xApEdASjBPsEjASnxHuEfcRdxGKD8wNwQxgCmwJ6QbEBRYFHAVqBaoELQTxArUAZwBS/xD/rP65/WX+YP8FAPcAKAJwAj4DQwQ+BHsEjAT+BCMGAAgDClgLaQxwDcUNJg7gDnMOXA6nDXoNnwtHCoMJ7ghHCUoImgZABScE/gInAfj+O/0K/KT6avkf+Kr2AvbD9Tj1gPRD8zXyFvJf8c7whe/i7qzuc+4279Dupu5Y7nnts+2S7UTuAu5u7c3tge307A7tluwj7XDtr+6Q7mTtHOyP7KzsZu/s71/yBve8+gv/zv/N/7kAAATCBQQGaQa9B6EKFA4rDs8PRRLQFYwX0RbcFWQUpRSZFEUTsBJYEQYR0xHlECsQew9PDvcLIArAB9QFZgPsATwBrAGlAbMAUP8j/n3+ZP+z/+r+/f7p/o3/q//u/0QBSgNgBbkGAweaBzYIPwlpCzsNQg3lDTMNhA2TDngPvg9lD+wOsA7KDS8LGwmSB/MG6QUkBJgCpQHoACYAev5E/Y/8XvuV+fH3jfVa9PbzTfMc8/Hy7PJz8tPx2/Ep8jDyPvGM8NrvPe8R8CDwre/47wPvle7k7Yftv+1w7S/tDe2z7OTrMutM6/Xr5uwG7KXq1ul/6jrrG+2B7VXymPaU+Xr9of13AG8C6ATaBmkHIgmPCeMLLQ9qELoTExW0F8kZ/hmWGQAY1BdYF0YWNBQrEbQPYRBJEJ4Pdg6LDVsMogp7CGwGuQQhAq8Agf9O/iL+cv2J/fj9lP4QANP/g/+i/w4AQwGLAaMBoAKqBDkHTAgVCS0KMgwyDnkOtA4yDjEODw+rDmgN1w3dDfENRg2pC+sKAgqgCEQGPwT3ArIBCgCD/uP9I/3E/NT7Q/oh+Wj4APcZ9kH08PIH83zysfId8uLxF/Kq8hTz5/HL8V/x1/DE8NDvWe/K7q7uTO967ibuAe697dntT+0h7eHszOuH6+DqD+rf6a7pcenK6RLqMuvE7ETvbfJo9jT8tv5tANYBaASpB7wJWgssDDAN8Q8vEd8S3RNYFmQZuxpAGq4ZmhlwGOAXVhfXFBATohEeDwQOFQ3MDNwLXQrPCM0HYgYgBC0CAgGT/3r+fv0M/FH7QftN/Wf+vP5OAP4AsQG9Ac8BOQKWAlUEyQa+B8AIGAoMDKgNcA8JEZMQkhB+EO8O/A3dDGIMcgsUC/UKJAnRB8AHgQcoBtAE3wMlAq7/lf1g+xv5ZPh89yj2fPVy9W71HfZ49kL2efYZ9if1YfRl86HyfvKX8vXxpvEq8jXyV/JE8srx2vBY8JTvoe6U7aPsSOxo7LDsf+yS7MrsHezT6zHrRupC6vvo1ej/5zjnUOje6VfsePC19k/6ff14ADECHgaoCbgLlws9DN4NIg8cD70PnRFhFDIXQhiAGK8Y/xjxGIEYIBcbFuET+RClDh0N/wtnCwEKoQgQCOgGiAUSBGsCpQGbAL3/jP4L/U/8Svz0/AT+7P6L/50AwAHoApADdgS7BY8G8wfKCE4J1wncChwMaQ2XDvwORQ8fDycPTA8XD2YOyA2+DJQLDQpxCBcHGwYyBQEERQLuAD0AmP71/Bv8C/v7+Wr5k/cc9qP1cPVx9Vj0A/Q59ILzbfMS8wjzCPMK8wfzVvLw8S3ym/He8MLw5vBJ8JLvse+37mjufO777bftPu7l7YTtRe1/7NLrRetd6gPqFuqF6Rnpv+m96uTsCvCw81j49Pud/iEBegSMB3AJ9QqLCxcM5A0+DlAPRxCBEuYUmxbZF2MYLhk8GS8ZuhgfF48VXhNfEbcPkg1NDA0LygkMCdAIqwejBjgFKwQ8A2cC3QBY/yX+XP3E/R/+Sf5S/kn/DQAyAdsB8AG7Ar4DzARKBfEFvQYNCDwJ8grUDEIN9Q2MDjkPXg+hD0MPOQ7XDecMRgtICdIHLQf4BYMEMgMgAswA5v/V/rz9Dv0A/IH6J/mk99L2s/Xn9Hj0qfMx88fybfKA8qfy2fLV8ozymfKO8ozyc/Li8W/xh/Ct8C3wd+9l7xHv5e6q7hXvge/R7wjw9++2797vke/27lLuke0g7a/sNexE7F7s7+3t7l3xdvRP9776wfyP/ykCCQX6BtEHWAnOCbAKYQyiDLsNwA4lEN4RHxNWFPYUURYKF50XABglFxMWCBWBE0USmhAGDxwNRQsFCgAJMghTBzQGnQVLBeME8APZAgoCggEpAUwAc//v/pH+qf4G/1b/s/91AKgBkwJRA0QEdgVEBggHkQczCBYIUwjYCDUJSQm/Ce4J8gkvCiMKHgoNCqUJuwirBzwHiwVDBOkCdwFyADr/1/2z/Lr7Hfup+jX6W/kB+ZH41/cv94D2yPUF9S/0evMu86DyM/Lc8cDxGfIM8u3xavGa8avxwvFH8U3wgvBA8FDw4++47+Xv+++v74Dvpu9m79ruJe+t7r7u9u6t7gzv4u/A8B/yfvOf9cb3J/oB/K/9YgBbAtYDOQZIB8UIQwrwCv0L5QyyDboOjQ+DEMAQMhJGEwQU5BSAFcsVIRbUFUYVkhSDEyUSmxAND3oN3wu7ClIJRQg3B34GpwW0BDIEtwMNA0gCwAEVAaUACgCF/yz/sP6W/sn+K/9//+n/zAC2Ab0CrQO1BK8FdgZqBxUISwiwCB4JLQn7CMcInwirCGkIwwdwByAHmwbaBXoFzAQHBEoDMgIZARoA4f7K/b78r/uu+mD5Y/jH9xL3SvbL9Vj1zfQt9I7zMPOk8iTyj/EE8aPw1O9d7+ruyO747rnus+7l7kHvRO9q7wvwjfCh8GfwDfAs8C3ws+9j7znv5e6S7nvux+7c7xvx7vFz9JD3YPkU+1P90v9bAjgEOAV6BqwHvAiNCbAKPAtBDIMNdg6DD7YQwREQEwEUzxSHFT4W7BWdFWwV9RQPFCITyRFtEOMOaQ1JDPEKfwlYCIAHpAatBa0E7QOQAyIDZQKuAUsBfQAYAMf/Vf8L/9P+wP7h/h7/qv9RAPYAzAHAAl8DSQQaBeUF7AbUBwwIbAjNCMAIwQjKCOIIwggvCJsHGweMBoQGQwZQBXAEygMAAwQCFgESAAb/4P2C/F37bfoi+SH4R/eA9hT2QfVp9Onzo/Mk87/yL/Lh8Qfxd/CS8PLvwe937w/v4u6O7jDuFu5a7mLuo+697vbuDe+J7yXvHO+N70HvDe/j7s3u/u5M7+3vnvDi8q/1PPcm+TP7lP1nAJACQwSfBckGegigCYEKvApqC+cMDA6nDnEPVRB/EdgS6RPIFL8VNhY3FlEWKRasFccUfhPkEUwQrQ4oDYoLPgrhCAYIYwdaBmoFFwXWBHAEzAMCA4EC5AFhAZ8A2f8y/8D+8/7i/sf+Yf8AANoAzAHsAgcEEQX3BcoG9QeHCLcI1AgMCf4I2AiUCHcIAwiHB1QHQgfsBlMG1QXjBUEFSARFA68CtAFNAEb/Iv73/J77Lfoh+e33Lfdi9nP13fRE9GHzyPJZ8ijykvHG8GHwxe9m76Duou6d7jnua+4m7ivuVO5n7ozu8+5D7y7vFO++7pvup+5U7hvuH+7s7Zrt6O157ofvhvBi8gn17PZ9+A/6evxr/1wBHwNIBIQFgwd1CIoJHQoUC9sMtQ1GDgkPVhDCEecSHhTdFL4VQBYxFl4WIRbDFewUWBPwEYUQyA45DZ4LSgrTCLgH+AbrBQkFewRWBE8EmAMSA+MCoQJYAtUBbgHfAEsAIADE/7H/xP/3/28AUAFzAh4DGQRABYEG5gfQCDQJlwkpCg8KAgqoCZkJPQlUCK4HDAeOBs8FOwUYBQMEMQM6AsgBTwEwADn/Wv6C/fX7Y/pi+Vn4g/f99QT1W/SV8xLzUPJl8kfykvEs8cLwVfBN8ITvNe8677TuC+7B7QruDu4h7lTueO697tTuye4B70Hvm+7n7qnu2+3d7XHtfe0P7pvuv+5N8IrzQvV692j5h/uu/osBjwOnBEgG7AccCZUKhwrdCj8M5wysDb4Oag+VEPURNRM1FD4V8RUxFq0WYBbCFWwVEhRSEp4Q4Q5WDXALuQkKCBEHNAZNBW0EtwOxA94DQgO4AjwC8wGvAQwBiwA6ALT/Gf/c/oL/+f/s/10AmQHTAnMDrATgBYIGwwedCK0JrQnrCQIKQQquCuEJlQlYCSMJNwi+B78HRAenBkgFnQQPBPYCIALVALX/a/5a/Sv8svqX+Vn4nfe89qX1NfVg9HvzJPOF8gLydPH68KnwKPAC8DHvGe8P79/u1e5l7sPuo+5o7rbu1u7p7szu7+447w3v7+697qHu5e7D7rPuGe7V7pzv3+968ZLza/br9+z4o/tE/loBJwM5BKgGYQiqCckKwAutDM8NEw/XD0sQORHyEUMTghS8FIAVIxZgFmEWIhbJFT8VPxRnEuMQSQ+xDX0LugllCDYHAwbDBM4DmgNmA80CiQI2Au8BjwFSATcBtQBxAHb/f/8lAM7/y/8GAMcAVwF6AkUDBwRlBVAGtAfMCEcJognrCVoK9gmFCVoJuAgTCHcHcgYRBv0FYgUCBYEE1QNQA7wCvAHOAAAAxv6e/R/8kvo9+TT4Ffc89mD1jvTq833zRfPx8u3y5fKh8jnydPEy8Z3wRPDX71TvGO9k7ifuKO4l7obuzu7q7v3u/O4A78vuvu567vDtlu1F7RPt5ewg7R3u3e7l8NrzMfbs97X5ZPx2/zwCEQQYBbQGmwjUCcEKhAspDHsN4g7QD8EQzREgE9wUJBbIFncX5hcQGMcXOhdwFh4V3BPDEegPNA53DLcKLwkgCC0HMAZ2BZwEOgQRBPADWQO0AukBLwEgAXsAmP/7/oH+if6i/sn+bf8nACYBNAJuA4YEaAWIBjUHFQgOCQcJ9wgPCRsJwAi4CJMI4QenB3EHDAebBhYGxwVKBW8EMgMoAmYBdABK/xP+ofy8+5z6avmG+Mn3Dfch9or14PRo9MfzFPOY8inyhvEQ8eLwJ/Dy74/vae987wrv3+7h7vTu9+7t7g7vF+8N7wHv4O7T7mTute1/7Vnt7eyi7Nzs6+xh7fbuDPC38pn13fa++Gv7B/5UAMoCkQTlBVAHwAj2CSYL2QvQDI4OuA9fEF8R5hK2FEUWghccGLAY1hjcGKsYIRjbFjIVnhPCEeEPJA5xDO0KbgkeCBAHIgYGBRkEyANfA8wCAAJEAeEAbABNAN7/H/+W/lX+uf7j/uz+e/8tAGYBTAJHAzcEjwW3BnwHXgjsCDkJVglzCXEJDwmjCE8IygcwB70GYwbzBWsFlAQhBLsDwQLCAfgAAADL/n798fvm+ov5YfiL93z2GfZy9Z30tPTE9OfzU/N881DzdPK38VjxnfDp7ybv6+4U73vuaO5l7pjuqO6y7g7vNu9U70bvy+5K7rftJ+3C7Dbss+tu6yXr8uvf7BHvfvH386n2W/iy+tT95AAiA5sEMQapB+wIOQr4CigMWQ2NDgEQLBEyEr0TRxW7Fh0YrxjIGNEYpRg/GHEXExZQFH0ShBDNDvEMPQvcCZMIdQfFBuoF7QRJBAUEXgOlAqoB1gAzAI//0v4U/pj9gP2g/TT+9v6p/7gA6QE+A6YErAWuBiUH/geOCLsIwgifCEwIOwgwCD0I/QetB9kH+AfNB1YHvwYxBjwFZARCA9wBgwAq/wf+9/yg+5X6vPl2+KL3HfeF9hf2tvUf9W/0JvQp9GjzEfMG81LyffFo8Ajwk++N70Xvyu6a7j7uku4G7zvvku+T79XuDe787Tntsuz86+vqb+oa6gfqJOrj6grsW+4w8Xv0Yfdn+XL7V/7HARQEDgUTBtsGQgg0CVYKqwvkDFsOtg/xEQMUbxXzFmYYsxkyGtAZMRmrF4oWkRVBFF8S9g8wDgoNCQyOCi4JjQjGBxMHGQYFBREE5AITArYBvgB8/73+cP5j/jP+df4g/8f/rgDXAQADFgQwBU0GoQeaCD8J9gl/CgYLiQsIDHkMOQyeCzMLJgs+C3wKmglYCGcHGQYdBYUEOgOzAfT/bP4g/Tr8T/tm+ov5hfir9572c/Y19pv1dPWb9LjzL/OA8qbyUPL68bzxBPHo8C/wc/CS8C7wHPBq7zHvTe8Q77vtYO1b7UntTOwh63Lq1Ona6NHndeda51HnrObI51Loh+nL7PHwM/an+oz8vP6aA/4GggumDWYOgg9WEFcSyBLbE2cUrxVTF/8X8hiDGeYZ6RprG0UbCRmtFvETZBFSD3ANwAoCCGgFLgOZAvoBHAF2ACYAFgCd/yX/Lv7B/S/+vv5M/5r/pv9YAJgBxAO1BSkHnggJCqMLOA2eDrQPvhCAEYYRxRArEPgPow8XDw0OuAyyCxgKUAjTBp0FoQRIA3EBfv8L/gH9Bfyk+7z5uPhA+Nf3zffQ90/3T/e595b3dvdz9+b2wPb79kr3APgo+KH3Dfie+C35Svna+Ir3C/YT9TPzLfJE8GztfuxQ6znqF+oc6a7obugH6EvnKufn5b7jMOPS4XTgxeCr3mDfs+Kw4tTo5e789NX9HQB/BMII4A1/ElYT7RQDFH4UQBdKFk8YSBnTGQYdLh2cHa8cUhyxGysauxfMEssOCQu5BxMGDwRPArcA9/9R/9f/7P/j/sL+cv5d/un9L/z5+4n8M/7dAK0CTgSqBgQJngwJD2kQ4RB0EYwSKBPiEoQS9BFcEsYSoRKpEnQReBBYD9oNJA0ICkkHmwPrAEL/bf3w+9P6VPoP+lf6RfrA+gb7w/qf+ur5cfmt+dT5GfqN+uH6k/tK/Nj8df1f/Sr9vvyW/MH77vq6+a/4B/hN9zv2EfVc8zbyivDK7vHstupw6ZDoF+dh5tnkUuMo4ibiheHK4Lrfed5i3h/fWd+A4CXh1uLL5qLpl+9B90b/EwUyCH0LMw43FPcXrxhJGSgZjBoXHGQbAxsEHAUdMR3sGwEZAxeKFU4UfBFcDmYKMAaRBLMCGgLqAI//Zv7R/cv9Jf20/Cr8e/zD/Rb/Qv/m/1kBUQMJCPgLxw6VECIRwBHKE9UTkxNCEzQSKxJpEsUQuxDkEeQRBhLnEC4ODQxvCeIGngXAA04B1P4E/GX6kPpF+h368PoW+6v6kvpy+hz6zvqT+t76rvvu+279oP3Z/kYAVAH1AUcBOQDL/vT8H/zo+rX5R/hU9z72kPWk9a71t/Tz84byKPBu7b3qyOfQ5SLkdePS4hzinOG54PvgQeHA4anhweC44JXgSuCr4B7iJORN5hrsY/Bx94MCTwZWClUOpRFzFvYZBBn9FxAZfBruGukaehntGukcARxkGvkXvBW3E0ERgA2hCcoGegPGAM7/M/9r/2j/qf4a/lT+Y/5h/vv9if7Q/v//dQDOAZsD4wXlCfoMKg+2ELQRFRNiFEQULhTVE7AT4hO1E3wSXBJAEm0RfhCdDu0L1AnkBqwDAwJQAMP+wPw3+9L6yvq9+hr6d/ou+6b7i/tl+zP8Ov3r/Z3+jv7f/3cA7QDMAQQCXALtAsUBEwDN/j/9RPzZ+7n6o/ky+ND2P/bk9fb03PMF8t7ve+0g68/oz+bt5RPlWORx5BbkLOOu4uPhzOFt4d7gs+BN3/7e7d/I4E3i++Om5qvoVO1l8Ef4pAHcB28NdA7DDxAT+Rf2GM4ZUBqEG6kcpByeGjobcRyXHY8bdhUDEpoOAwz4CQ8HMQXLAygBIgCf/yX/JQC1/xL+y/2T/BH8bPvD+639DwBJAyIF7gXfB7cKRA68ET0TNBR0FUgVJxWvFLoTSBRYFewUVxNTEsQQXBANEG8OewxoCbYEFgLJ/+H9bv3Z/M376vuE+6L6R/sx+xz8Tvy9+4n7+/uh/N/9ef/DADwCWwNfAzEDWwJzAn0CjALtATMAzv7N/I77hPpo+Vf4uPZ19bfzB/Lb8Fnwyu/97nPtWuuQ6djnTeaS5dfk0uPP4rPhsuD64IbhEuOW4nvhBeKU4YjiOePp4+7kyuYK60vtP/N7/KEE7gl0DeQOsxIuFRQZJxmiGXQaTBzjGrkYPxnWGZ8amBsfGa4WVhNLEOMMmAkvCMkFvwKI/7H9Pf1T/dj8Xv2N/Fb8nfuI+3n7ofwS/vj/mAH8A0wGNgmUDMEPhhJVE70ThhSSFfAVYhUbFe8U+BXnFfYUJxP6EesRMhDuDZUKswcMBcIC/gD4/u/96f1z/cj7QPtW+gj6DPre+f/5Xvq8+678hv2p/jkAOAGbAYIBtQHoAX8BuwE0AdH/Vf9x/rb8rPtb+kn5rPg+94f2jPWM9HHzqvH875zuwO0j7Jfpludr5iXmueW05XTl9+Tp4wHjxuEY4qbhz+Fk4cXg2OF74jPkE+US6TfrYu5b9PX6ugLSCoANsQ7DETwUhRarFy4ZeBheGpkb2xo6Gn4a2hsfHLwabRnMFZMR6g0+CjgHjgT/A6wBnv8u/5b+wv7M/ln+kP3j/IP8Fvy7+5/8TP7zAKAD+wUECJMKfw04D6gQ3xGsEtsTbBSWFN8T0BSdFUoV3BTVE2ET1hKZEUYPtAx0CgYIEwVUAsH/gP4X/ej7Q/v4+o/71/to+636H/oW+hD6Rvp5+hD7lPtk/Pr8iv1j/lf/uv8MALn/Z//4/pz9zPwR/Df7u/pK+kf5P/hp9372hPVK9PnyU/Gz75nuz+yS67rpUejT5srlheU55djk3eQ85GjjNuPr4rLiaeJj4jfiOeK14g7kdOau6fPw+vfe/vAFlQjuCqoNdhBcEgwUXxUHFvkW/RjJGSUakBsgHH0clhyaG5gZORYXE2YQ4A2VC4YJ1QYzBRAE7wJKApcArf9Q/gL9YfxE+1z68Prh+zj9+/7IAPcCXgX+B2UKkgu7DN4N4A78Dx8QTxDoEK4R8BIAFDIUWhSTFOoTfhJdEGwNxApvCJIG/ATMA5MCOAFkABcAc/8C/9/9YPzx+p35uvhT+P73nvij+Yv6Evsk+6L6CvrF+er5yvkd+qX5Ivm8+BH4ZPjO+PP4tvhi+Kb3kfaJ9UH0wfJW8T3woO7f7S/tTOyA6/nqoOos6m/qeepn6ijquunA6P/nyee/59TnGeja6Hnp7eqC7RnwFvRj+U7+twFNBCIGcgeLCYoLzwx2DnUPxBDfEckSyRPiFGkWeRf5FzQYpRdmFrMU8xK3EU4Qpw7JDHELLQqbCS8JcQhzB2cGWgVTBN8CygEGAagAhABhAIcADgGXAYcCVgP/A9sEjAUzBn8GcQZyBjoGogbtBkMH+wd9COIIKAkMCZcIAwg3Bw4GVQWZBK8D5AL4AS4BlABfAEUA2f9f/33/N/+z/sX96PyM/IH8A/x++xj7/vnG+Xb6aPsP+8P6x/ow+v/5dPo2+QX5y/li+Sr5mvlO+RD5GvkN+RH5rPni+S/5pfhH+Pv3B/jy94f3l/e592/3qveY91r3qve495n3nfeh9z33KfcU96n2hPaV9lT2ovbZ9lr3hvhx+ST6QPsX/ML8uv1+/tj+Xv/4/2UAFwHmAXMCBQPcA8AEyAXYBqAHUQjjCPYIMwm/CfAJwwnDCVUJJgkcCSgJMglbCXYJYQlaCU0JAQnFCE0I+AdhB8cGfwYnBtoF3QXtBfsF8AWuBUEF9QTeBL4EYQQYBIsDDwPyAsQC2gIwA1YDcwN/A3UDMgPTAncCGAL6AdwBZAERAagAcwBrACEA/P/7/77/d/9f/xb/tv5n/jL+uP1D/RD99/zF/K78nvyt/HP8WPwy/AD8A/zx+6r7w/vZ+wX80vuk+5/7nfui+477cftV+0L7TPs4+yz7AvsS+xj7CvsF+w/73fqM+lr6D/q/+Yz5Ovkj+Sn5APnx+P/4GfkU+T35jPnf+SX6Qvo8+nv6q/rn+ij7o/sK/IP8J/23/Vj+CP+c/zYA6gCDAQcCiwIQA20DzwMtBI8E/wRwBccFBwYtBjgGWQZ/BpUGpAaaBpoGUAZABlEGZQZRBmgGdQZMBh4G8AXgBacFjgWtBU8FPAU0BdkEvwSvBLIEpQSRBGgEQwQKBPoD+AOqA6cDbgMgA90CqQKDAkgCNAILArgBZgEpAcwAaABPABsADQDo/4D/V/8t/+T+yf5u/nT+Uf4F/uL9yf2g/YT9n/2B/Wr9hf2J/Vr9PP1X/TT9Hf0O/Q396/z5/PP8Af0A/QH9Dv0v/RL9J/0o/er84/ys/Fb8Qvwg/LX7mfum+6b7z/va+xv8Ofw2/FL8WPwu/DL8Gfz++wP8Nfws/HT8lvzn/Cz9af27/cj97P0K/jH+Uf6M/uD+Df9D/3v/2/8RADYAVwCZAOAAGwEuAT4BTQFLAZcBnAGxAcYBzgEmAjoCaQK3AqgCywLUAuoC5QLzAhADNwNFA0QDaQN7A4cDmwPBA7YD7wMHBOMDBQQdBPoD9gMMBA0E7gO1A6EDpQNdAzUDHQMIA/UC0AKtAn8CWQImAusBywGeAWYBHwH6ANUApQCKAGMAGAA6AAkA9v///8v/rv+I/37/Sf8s/yH/F//7/gL/vf67/pj+a/58/o3+Y/5g/nr+Pf4n/gH+7P3V/cH9e/1p/TT9AP0L/dj89fwE/cj8v/zU/PP8Ef0i/Sf9E/3q/Mj8rfzP/Mv87fw4/XX9i/2p/cf9DP4E/i3+Uf6H/nn+jv6n/ur++P4v/xj/SP+q/4P/iv+o/6v/j/+h/7j/qv/P/8X/7v8YAEkAcgB8ALEAzwCqAMoAuQDCAOMAFAFPAXQBogHPAQACBQINAj8CRgI+Ap8CuALdAhQD3wLTAvgCBAMNAwYDLwM9AxUDEQP8As0CyQKtApMCcwJpAkICQgI/AgEC5AHsAagBgAFzAV4BEQHdAN0A6gCKAMEA3AC0AM0AmgCuAJAATgB3AOr//f/1/67/wv+2/3//oP++/33/cP/r/gT/nP6W/pP+YP5S/tX9kf2P/R/94fxr/TD9Wf0P/eb8vPya/Mn8BP1G/Uz93vzU/H/82vwO/Qn9Zf03/Sj9vfyd/Nf82fwl/Tz9Ev5W/pX+yv6i/oX++/2//bP9Zf5u/qv+2f7E/m/+wf4x/4D/o//m/9z/2P8OAJT/8/8aAHYAiQAxAZgB1wHhAfEBGQJiAjgCJwI4At0CYQNmA6EDxwPDA7ADHwSMAxoEPgQBBGcEbQSpA/wC2AKRAiQCZQI7A50DJwPeAtsCoAJ2AlEC/wHdAasBbwElAYABmwF+Aa4BBgEOAYQAwQDNAKwAjgDRAN8ApwC6ALoAfgBxAG4AWgDk/wUA6P+F/6v/8v9s/5H/lf+B/0z/i//N/uv+Zv5Y/rH9Tf32/Kz81fzw/Of8D/2v/QL95vzC/Bf96fxu/D/8nvuu+y/8Q/yr+5D74frC+0L9JP9f/+79/Py8+mL6B/vl+hf8ef3J/OH8sft1/Bb9df5n/5L//P+v/57/i/9U/0b/1P4b/1r/vf8rAM8A6gBoAZAB3AF9Ar8CIgOcA5cDgQNtA0EDbwPjAywEewSQBI8EewRiBKsE4wTZBHEEfQRWBHwEwAR/BGsEEwTUA7kDKwQgBHUEHAT+A9kD2QMfAxUD2QK5AzMDSwOiA1wD5gKXAv4C9QLLAjsCuQL3Ac4AtACHAJ0BjgDhAFgBnwA4AIIALgCn/x7/Jv+9/gb/Mv7H/Z/9Y/1j/Wr80vx4/NT8V/x/+2D7CPsY+9j6ovrm+o77cvtp+1H6EfoH+ib69/m8+Rn60PpS+876Hvq1+dD5+Pl9+TP6ufqv+oX6ZPoG+wD75/oS+wX8w/ve+yn8Av3o/Tf+of4g/yD/Bf9k/+v/hQAIAUMBvAFlAvwCVQOXAxkEPgQrBI4E9QRLBX0F1QUHBiEGJQZIBkAGPQYLBg8GGwYZBi8GUgZiBk8GUwY0Bi8GEAbsBb0FuAVaBRIFBwXNBJ8EmQSkBIUEkQRyBDcECwQTBPcDtwORA4wDcQP6AiUDzgLaAUMBMwGUAB0AdwCyAQYBWwDhAHkAo/8M/2D/NP6k/Sb9Lv1N/YH8XPuw+6z78/pl+/T6W/oy+uH5LvlY+R75zvi7+G74JfjE9zj4S/hF+AP4BPgm+E74yvca9+H2kfYl9qr2dPZh9i72s/Ww9df1OvaQ9ur2ZvdH+NX4pPkg+8v7wvzI/X7+cP98AIMBWwLWAl0DUgQfBfMF6AaVB5sIXgkNCsAKHwtGC2YL1AvVC+4LBwwGDJ8LVgvhClYKvglFCZwICQiaBxcH9AbwBpQGsgbiBvMGlAYbBvEFiAUuBbIEdARlBDYE8APvAwYEcQRvBHMEVgQLBPsDBwS9AzsD4gJGAuIBlQHgAFoAAwCa/1v/x/5+/gL+Wf0O/Zv8HPx8+8f6CPpL+V345Pec9zv3vvY+9hv2PvYD9mz1lPS79Mv0YvRp9PHzvvOr82Dz8/J38g3y8PFK8djwRPAs8E7wovCw8IPwmfC38Dzx8/HJ8v/zt/UR+Pf6yf1/AKUCbQQLBn0HgAgKCTEJxQk8CgML4guwDMgNmg50DwgQlBCtEKAQLhB4D6UOlg2iDHYLcApaCWwI3QcoB7QGJwbVBWAFOQXhBKgESwTCA24DRwNWA0kDbQNiA+oDeAQUBQQG4Qa5B2II8QhoCdgJQwpDCgIKegknCc4Iegj5B0cHvgYtBpwFygQJBGYDbAJ9AVcAUP+Z/ub9+fwU/ED7vfpR+mj5Vvh696v2HPZ99d30VPRV9GT0UvTD803z5fJ/8vzxGvFy8KfvNO/27sXucO5A7jLuIu4E7gTuju0u7X3spuvf6jDq+Onj6Y/qcOvU7crwhfTr+Dn93gBXBNkG7ghZCmwKQgrwCYQJUwqmCrMLIg3yDksRSRPwFIIV+BWAFWEUyBKZEBMO6QulCfkH1wZxBjwGcgbQBgMHQgcrB2MGhgUOBLQCsAGQAI4AhQAbARQCJwOIBDcGnwe/CLQJaQowC/oL0Az/DGcNjA19DaAN6QxuDHkLdgqZCaMI6gdHB48G4QVEBW0EgAM7AtUAbf8K/rr8cftS+n35nfjo9xL3cfYL9qT1O/X+9MP0rvSl9Cf00vMi84bytPHU8P7vI+/c7rHuYO5z7lzuDu6Y7TXtaeyo63rq5ei350bmh+Ux5Uvl9OXZ55zpgO258QL3u/woAY4FrgjLC6ENWg75DXAM6wutC30M1w0KDwkRahMFFjMYgRmUGaMYIRfOFGASrw/7DGAKeAjqBiQG8AVaBVAF1QSKBCsEjgO4AtIB6gBCAPn/DwBjACgBnQFJAh8DYQToBXcHzQgyCtQLmg0rD10Q1BDnEPsQVBDPDwIP6g0VDR0MeAvCCj8KhwlICFAH3wVbBO0CUgGV/0r+m/xD+w/6GPlR+IP3v/bk9VP1HvVj9DP0ePMm89byZfJD8qXxYPEV8VXw1e9E79nuae4m7mXtoOww7Ezrmuq56WXom+dV5jzlLOQu41PjsuLs42/kcObB6eXtmPPO+Yb/jwQFCY8Mbw95EIIQWw5lDY4M/AwHDj0PMRD3Eo8VShhhGs4aLhrvGLIWGRSJEf8NnQrBBzwFJgSoA2UDhgO0AzIEswTBBP0D/wJQAf7/xv7h/av9Wf4U/6YAmAKIBD4HkAk9C54Mng1xDlQP5w/gD9APiw80DygPBw8SD7AOIA5TDUcMpguiCkEJbwcYBW4DsQEEAGT+ivxJ+y76ffkP+ZL4ZPiP9/D2BPY69ZD0xvPB8jTyr/GF8aDxW/Fr8RjxyfBh8Jzv5u767Uztk+yg6wbrH+qM6RLpVeih56DmVuUt5CjjNuLY4RjiK+MC5Xvo8uyz8vL5yP/xBY8KMw4xEakR5xCJDvwL/Qp+ChYLIQ0lDz8TTBdLGyMebB/tHq0cqxlrFdMQlwzTB/YE4AJIAm0D8gNSBVAG8wa1B84GFwW6AhoA7v0Y/AP7kvqE++D81v5WATkELAdFCi4Mkw03D+wPSRFkEQ4RyxAaEAQQdg9SDxYPBg/WDmgOXQ7BDWMNBQwOCvUHqQV3Az4B0P5i/Jn6P/kH+JH3sfZ/9iH20vW89UT1LvW69BL0KPNX8nrxl/Dp7/LuRe6J7mLu3u4X7+7uNu/N7lDuMO2m62rqCOkr6B7nEuYx5TXkruMG44bif+K64hnkCecZ6iHwTfYa/akEUQlADrgQdhEjEQIOWQvTCNoHOAkXC9oOhBOAGEMd9x+fIcwgvx7GGpsV+xAfDLIIEQa6A4gD4wMOBb0GKgcACMEHOweJBfACaACB/YL7rfmh+D75d/r4/Kz/nQL4BTUJ1QudDUMOsg4JD/oOzg48DhcOJA5yDi8PhA9HEMIQoRAyEDYPTg6kDLcKBQhIBTUDFwEg/1z9cvt/+pf5Jfmj+Eb44vdB94n2NPXe83vy+fAC8Anvpe4t74/vhfBA8Y7xxvGj8fTw0++Z7gLtsOuL6pHpe+j/573n7ecX6H3nDOcg5trlA+XC5OrkmOUR6KTqR++79GD7qwH7BpULhQ73EMwREhBeDt0L5gplC30Mdw7wEcwVNBqNHZYf9x+6HuYbmhfLEicOUgp9BxMFKARzBHUFLwfPB9gHPQfqBckDKQEZ/qv7Xfqd+Q/6O/uI/VUAAwNgBRMHFgk1CgoLGAvyCpELhQyUDa4OfQ8YEIkRABKCEo4SxBEsEQUQtw46DacLywl/B4AFaAOkAUUAjf5X/Uv8Uvu9+r75jvid9zr2FvXf85nynPHu8CXwqu9n70/vge/Y7/PvBPDv747vSO9x7sbtouxJ6yzq6+hO6LvndOeY54rnG+gq6Cvo4OdT52fn2uZ450To7umN7dvyc/iy/0QFWwrtDjERpBJfESoP8gtzCkMKPQvcDWkRoxV3GiseFSAaIPAdRhp4FXMQ9AvYCJUGkwWUBaQGdwjHCUQKhgn2B8UF/AIFAML8t/pf+VH5NPrN+w/+xQBMA30FFweHCIEJ/QkQCvgJZAoNC0QMWQ2HDsgPARHmEbMSthJFElAR8g9cDvEMJAs+CVoHYQXXA4YC+wB+/9z9XvzY+pX5IfhI9y32Z/XG9NHze/OX8sLxh/CE77DuO+4R7gHuMu6f7vvu/e7/7i3uuu2c7Jvrveqx6YjpFelS6W3pTelT6VbosOdV5ujli+U75n/nJ+po7b3y4Piv/g4FUgjOC2cNLQ75Dd8LEQqYCAUJgAv0Dd0RlBWGGTYdTh9/H8wddRocFj0R0gxJCc8G/gWMBZQGTwgJCpwLiQtsClUIiAVyAvT+tPtW+Uz4n/jH+UT8zf7cAZIEngYlCFUJpgmPCV0J8AipCYsKBwxIDeUOKBBjEX0SaBJdEjcRChCgDkQNBwx4ChQJZQfBBUAEagKbAND+FP2s+6H6r/n1+BX4TPc19uL0t/NO8iLxRfAy7zLvSe8c8ILwwPCk8Nnvhu9M7h7tq+vA6vvpM+rF6jjrJuyy7L7sl+yR67/pz+ef5WjkSuOs5O7lw+gq7VHx3Pc9/jwDpAZvCSMKwQtBCxUKEwjWBpYH7gjXC+gOCxKeFpQaoB00H24eSxyYGBYUVA8LCz0ISwbsBdQGVwjmClsM5AwjDLgJ2QYwAz//F/yw+f74Pfnc+mD9PwBEA4wFIgf4B1UIZAjqB38HmAfPB2EJ8AqxDHwO9w/pEAgSLRLrES0Ryw+CDgINlAsQClcIqQblBJMDIQLhAJH/Y/56/ZP8hft6+vv4cPcO9lT0DPPp8ejwavAR8AvwJPCG8Lvwx/DZ8FLwEPBw71Puju306yfrG+o+6SLpyehX6dLpS+rz6qrqHesD6u/pIun56G/ptOqN7GjwWPV8+qUAEwQcCEEK6QswDI0K8whPB3gHMwk5C4kOKRJiFhIasxx9HRwcxRkDFrMRGQ7XCgIJuAifCPIJewvwDA0OiQ3UCw4JegXvAWL+mfvL+Yz5qvqm/P3/eQInBegGewfaB/4GEgYVBWIEwQTmBRAIkApBDZ8PhBEBE1ET6RKXEZkPhQ2AC8YJhgiYB7wGawbWBXcFwgRIA30BN//V/Mb6uvhR9zf2qvVl9U/1SfXA9Br0ufIu8e7vle5M7tDt2+0z7mbuC+817x7vY+7M7f3sX+zT6zfrqepT6vDpoekN6cToLugU6DXp3eip69XsEe8y8931vvq0/hcB4AOeBKgFkgZ+BXMGUQXiBkMJ0QsQEEsTBBYEGZ8ZAhpFGKEVxhJ9D0kNlgspC54LfAzaDbUOXA9JD9cN7AuYCB8F3gG0/in99/su/HT99P53AVcD+ATVBZ8FKwVLBNMDhAPDA3gE5gXVBxIKMAzPDQUPgg+mD4APyA4qDjENWQyYC70K/QnRCMAHggZDBSoEuAJnAdn/bv7//HX7GfqM+GT3M/b19FD0Q/Pv8qzyI/IW8pXxHfHO8M7v/u4B7g/tXOwU7KXrseu/6xPsr+zv7D/tCe2A7MXreuqo6a3oB+iK6NvorOog7evvh/SU+Pf8kgBPAgoE7gPDA4MDaQKuAhED0gQRCJELxw+vE4kWsBjnGBEY9BXfEh0QXA22C0YLhgsYDbkOQxCPEXURyxDBDtoLqQgdBSICJAD4/hP/wf8vAbUCLgQsBT4FuQSWA00ChQHpAD4BIAIKBDEGwwj7Cn4MUQ0dDbsM8AscC1kKfAlCCcoINQlXCUkJ/QgaCPEGmQXbAysCUQC1/in9GfxA+7P6Wvp3+fb4zffP9tL1cfSD87jyMfLz8a3xWfFu8Q3x3/AA8W/wKvC+7yDv5O5N7v3tFO757YzuFe/O7+PvCvCz7zTv9+7m7pHuEO+I7wHxffPV9lP7Sf5vAX8CTAJEAuMASAFRAb0BbgOTBZoI6AuWDjcRkRLqEq4SqBF2ECQP4w03DSENig2ZDs8PgRCEEOUPng7vDBALNwmUBy4GIgWiBFwEQAT3A9wDjQMTA9ACZQIfAtwBlwF9AT8BPwFfAdQBhQIfA+wDsgRdBUQGjAa8BlYGtgUlBW8EEwQOBBcEOwRrBHkE/gNyA8ICjQEjABf/6f3t/H385/uj+xv7HPrl+Rj6bvqY+ZH4uPda91z3yfdY9wP3r/dn96/3mfcL9zD35Pbi9iX3pPdE+PX3svei91P3I/cZ9zb3X/e+97z3zPf49/33//cF+Mf3sffG9wz4sPim+Yf6i/uX/G/9E/6H/on+x/79/j7/s/8hALgAmQGNAo0DYAQnBbQFGQZQBlcGaAZ8BqAG7AYwB7AHNwiVCNQI9AjnCP0I5gi9CG4IEwjBB2MHKQchB/EG8gbrBvUG6AbsBtcGrgZgBgQGxwWfBW4FXgUfBf0EzASKBF0EQgQNBMYDegMYA9ACbAIbAsoBkgEsAQkBzAB1ACMAn/9Q/wb/xf6T/kf+Kf7n/c79tv3H/a39r/2k/WT9HP3t/ML8efxC/Bj8CPwU/AX8Gvwg/PP70fuy+4P7X/sq+xr7Bvv++vL6zfqj+lv6EPrM+Z35g/lw+W75g/mS+b350PnZ+cb5svmb+ZT5lvmq+dz5Hfpc+rL6A/ta+7X76PsX/Er8efyz/BT9bP3Y/WH+7P6E/xAApwAuAakBHwKOAuoCSQOfA+8DWASzBAUFdgXtBVcGxwY5B5AH3wcoCEcIXghOCEIIMAggCAwI/wfzB9YH2QfOB7MHeQdRBxMHxgZ+Bh4GyQVWBRAFqgRBBO8DlANAA9gCiQJAAuMBiQE3AdgAjQBAAPr/v/97/z7//v7G/pr+Yv4p/vb9tf2F/Vf9Lf32/N78sfyI/Hn8TPwy/DT8Cfz8++r7zfvC+477ePts+037Sfs2+zP7QftD+0/7U/tX+1D7Tvs/+0L7T/tK+1H7ZPuU+6D73PsB/Cr8S/xV/GD8dPx1/IL8lPyt/ND8Ef1D/X391f0R/lL+sv78/ib/XP+g/9H/EABQAJgA1gAsAY8B8AE6Ap8C7QJEA44DuwP/Az8EZgSGBK4E4gQEBSYFQAVfBXMFigWXBaQFngWYBYgFfwVdBTkFGAX7BLcEgARQBBwE5QOmA30DXAM0AxgD+QLMAqoCdgI0AvABlwFPARwB5wC1AJcAiwCGAHYAawBcADoADADk/6D/ff9R/y3/DP///uL+5/7f/sv+pv6C/mD+P/4W/uT9sv2Y/Wr9WP09/Sf9Hf39/O381vzJ/LD8m/yS/G38Vvxf/Fz8Ufxe/E78Z/x+/HX8e/yA/Gv8aPxe/Fr8Xvxh/Ij8ofzC/Oj8IP1J/Vf9cf2G/Yj9mv3A/dX99P0t/nT+r/7v/iv/Y/+B/6r/2v8ZAEkAhADIAOgAKAFWAXYBlwG6Ab4B5AESAkMCcwKjAtwC9wIQAycDJQMNA/0C7ALKArwCvQLIAuIC5wIGAxEDCQMeA+wCxwK2AoMCWQJNAlACMAItAj8CUgJaAmICYgJcAlICMAIDAusBxAGcAZkBfQFxAYMBgwGgAZ8BjQGJAV0BGwHlAJgATwAVAAAA5P/H/9P/zv+9/6//jf9k/x7//f7V/oj+c/5e/j/+Mf49/jv+L/4j/hH+Ff7y/cn9qf2Z/Xz9Wf1P/U39VP1S/U/9Zf16/Y39iv2a/Zz9pf2//cD91f3s/eT99v0K/v39Mf5s/pL+0f7q/iv/R/9d/3L/c/9+/3b/lf+2/8z/8v8LAC4ATwB/AKgArACXAGQAHQDl/7v/v//D/9//BABKAGsAfABrABkAz/+X/2b/N/8z/yT/af/H/8H/1v/6/+3/2//i/wEALABIAGIAVQBcAFYAagCfALkA7wD5ACkBcwHAAfcB8AGsAXIBNAEcAREBIQE5AWIBVAFTAVcBOgExATgBDgH/ALwAbQArAAwAJQCTAOoAEgH9ALoAZwAlABsAMQBvALoAvgCNAE8AAADB/37/Zf9z/5L/2v8YAEsAYgCAALgAvQDiAOYAkAAyALz/jP+E/3z/sv///0EAaQBGACMA8f/C/5D/TP/b/nr+Qf4O/mj+5v53/83/1/+i/1b/GP/o/s/+5f7U/sr+p/6e/qr+rf7I/uD+1v6+/qv+lf53/nn+kP7b/g3/fP/Z/yEAVwAuAPz/if82/1r/sf85AOEAPQFHAckAUAD//9r/MADJAGkBwgHMAdABmwFrAQ4B4QDkAGcBzwH+AeEBgQFSAVEBlQHHAfEBDQLUAZ0BlAG2AdMBQgJ2AnMCZQISArcBgAFHAUIBqwFVAq8C9QIZA9YCtgKZAkQCkwFgAHb+9/yb/VwA0gNOBUYDq//u+7L6Nvkh+Cr6LP58APgDLwVKBd4E5wNcA6cBkgE0AqgDZASMAvoAoQCOAGoBYwJ/Ai0DbwImAej+Av4O/rH++f4s/7T/+//q/3H/Mf72/Zv9A/6Q/fP8pvx7/B/8y/ta+/36ivtm/Or9G/9d/xn/8v2k/Gr7h/p8+rj63/tl/Sb/ywDiARwC2AHfAHH/c/5r/dn86PwB/Vn90P2i/p7/SQAjAToBdAE/AWUAyP/h/i7+B/5V/tb+wP9NAMQAEwE1AXcBsgF3As4CGQNXA6cCWAJ3AfcAXgGmATwCdALlAlgDvAPAAxYDawL8AYcBgQFIAZkAOgCZ/xP/Z/98/14AGAFmAUcBegBV/1j+oP0n/bv8YvxH/F78svwV/XP9f/1A/eb8Wvz1+6H7gPtR+zn7Pvt9+5n7NPsI+9f6Nfrz+Tr5w/go+J/3YvcX91z3qff49yD4CPg7+Of3M/fp9ePzwPLZ8X/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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxPJB0Yh7IP9NkUfS3UD", + "response_id": "resp_EWxPJfXZ1YDhTnF8o9lux", + "item_id": "item_EWxPJAQJLEfayUTopTBLj", + "output_index": 0, + "content_index": 0, + "delta": 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customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day." + } + } + }, + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "model": "gpt-realtime-mini", + "tools": [ + { + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false, + "$schema": "https://json-schema.org/draft/2019-09/schema#" + }, + "type": "function" + } + ] + }, + "event_id": "tools_update_c116c178-93e" + } + }, + { + "direction": "send", + "message": { + "type": "conversation.item.create", + "item": { + "id": "item_EWxPIyeiCOh1ZC2VQvaEM", + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "Where is my order, DMO1042?" + } + ] + }, + "event_id": "chat_ctx_create_45f1033d-561" + } + }, + { + "direction": "send", + "message": { + "type": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.created", + "event_id": "event_EWxPMuz7cGGQnqaL6ZQiD", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPMwNuTFht8e1pmLsVM", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.", + "tools": [], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527168, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": null, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 200, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "alloy", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxPMGIvwab6AD3y88D7E", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPMwNuTFht8e1pmLsVM", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "tools": [], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527168, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxPMrFc12B0zQZG3EDfS", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxPMwNuTFht8e1pmLsVM", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. 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Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527168, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + 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"item": { + "id": "item_EWxPJAQJLEfayUTopTBLj", + "type": "message", + "status": "completed", + "role": "assistant", + "content": [ + { + "type": "output_text", + "text": "Your order is expected to be delivered on Friday." + } + ] + } + } + }, + { + "direction": "receive", + "message": { + "type": "conversation.item.done", + "event_id": "event_EWxPMgCtREwJhKMb5AOsk", + "previous_item_id": "item_EWxPIyeiCOh1ZC2VQvaEM", + "item": { + "id": "item_EWxPJAQJLEfayUTopTBLj", + "type": "message", + "status": "completed", + "role": "assistant", + "content": [ + { + "type": "output_text", + "text": "Your order is expected to be delivered on Friday." + } + ] + } + } + }, + { + "direction": "receive", + "message": { + "type": "input_audio_buffer.speech_started", + "event_id": "event_EWxPMc8qPcSUf1lLBKH5Y", + "audio_start_ms": 0, + "item_id": "item_EWxPMzcHqxhJ2cwVlSSBC" + } + }, + { + "direction": "receive", + "message": { + "type": "input_audio_buffer.speech_stopped", + "event_id": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxPOvTH8GS9YRD5gjfqv", + "response_id": "resp_EWxPOJQ8elk1OdQieiL8w", + "item_id": "item_EWxPO9tE4IU8tkvijcG2Z", + "output_index": 0, + "content_index": 0, + "delta": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxPOgFmX8NBY36bzSZcn", + "response_id": "resp_EWxPOJQ8elk1OdQieiL8w", + "item_id": "item_EWxPO9tE4IU8tkvijcG2Z", + "output_index": 0, + "content_index": 0, + "delta": 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" 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxPO1bDXqXK99QBVsk54", + "response_id": "resp_EWxPOJQ8elk1OdQieiL8w", + "item_id": "item_EWxPO9tE4IU8tkvijcG2Z", + "output_index": 0, + "content_index": 0, + "delta": 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+ } + } +] diff --git a/e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-reconnect.websocket.json b/e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-reconnect.websocket.json new file mode 100644 index 000000000..de104fc81 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__cassettes__/livekit-v1-reconnect.websocket.json @@ -0,0 +1,3728 @@ +[ + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe" + }, + "turn_detection": { + "type": "server_vad", + "silence_duration_ms": 500 + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin" + } + }, + "max_output_tokens": "inf", + "tool_choice": "auto" + } + } + }, + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day." + }, + "event_id": "instructions_update_549051cd-1b8" + } + }, + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "model": "gpt-realtime-mini", + "tools": [ + { + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false, + "$schema": "https://json-schema.org/draft/2019-09/schema#" + }, + "type": "function" + } + ] + }, + "event_id": "tools_update_c96372cc-1a4" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. 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Always call lookup_order when an order number is supplied. 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxObauD6rbXiKZxsYe8y", + "response_id": "resp_EWxObsKCVEQpd2aCQkmHb", + "item_id": "item_EWxObI4riOAMDK2owjGO6", + "output_index": 0, + "content_index": 0, + "delta": 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" 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" + } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxObRXbMzIKYtzxl477O", + "response_id": "resp_EWxObsKCVEQpd2aCQkmHb", + "item_id": "item_EWxObI4riOAMDK2owjGO6", + "output_index": 0, + "content_index": 0, + "delta": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxObD6IWy30KCdohXme6", + "response_id": "resp_EWxObsKCVEQpd2aCQkmHb", + "item_id": "item_EWxObI4riOAMDK2owjGO6", + "output_index": 0, + "content_index": 0, + "delta": 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"metadata": { + "client_event_id": "response_create_4dba5453-1ac" + } + } + } + }, + { + "direction": "receive", + "message": { + "type": "rate_limits.updated", + "event_id": "event_EWxObnmNVrK3kIIZ2NRW8", + "rate_limits": [ + { + "name": "tokens", + "limit": 15000000, + "remaining": 14998785, + "reset_seconds": 0.004 + } + ] + } + }, + { + "direction": "disconnect" + }, + { + "direction": "connect" + }, + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe" + }, + "turn_detection": { + "type": "server_vad", + "silence_duration_ms": 500 + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin" + } + }, + "max_output_tokens": "inf", + "tool_choice": "auto", + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day." + } + } + }, + { + "direction": "send", + "message": { + "type": "session.update", + "session": { + "type": "realtime", + "model": "gpt-realtime-mini", + "tools": [ + { + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false, + "$schema": "https://json-schema.org/draft/2019-09/schema#" + }, + "type": "function" + } + ] + }, + "event_id": "tools_update_d6324997-838" + } + }, + { + "direction": "send", + "message": { + "type": "conversation.item.create", + "item": { + "id": "item_EWxOaWxbdB70g0hwGnck5", + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "Where is my order, DMO1042?" + } + ] + }, + "event_id": "chat_ctx_create_b31b64c2-32f" + } + }, + { + "direction": "send", + "message": { + "type": "conversation.item.create", + "item": { + "id": "item_EWxObI4riOAMDK2owjGO6", + "type": "message", + "role": "assistant", + "content": [ + { + "type": "output_text", + "text": "Your order is scheduled for delivery on Friday." + } + ] + }, + "previous_item_id": "item_EWxOaWxbdB70g0hwGnck5", + "event_id": "chat_ctx_create_9db91a6d-90b" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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" + } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "send", + "message": { + "type": "input_audio_buffer.append", + "audio": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "session.created", + "event_id": "event_EWxOew2260D4OGEurznu1", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxOeYT0vpJYn5XuQWL73", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.", + "tools": [], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527124, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": null, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 200, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "alloy", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxOebv6E27Jq0sRkuoge", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxOeYT0vpJYn5XuQWL73", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527124, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "voice": "marin", + "speed": 1 + } + }, + "include": null + } + } + }, + { + "direction": "receive", + "message": { + "type": "session.updated", + "event_id": "event_EWxOeOGGHZgPbska43koi", + "session": { + "type": "realtime", + "object": "realtime.session", + "id": "sess_EWxOeYT0vpJYn5XuQWL73", + "model": "gpt-realtime-mini", + "output_modalities": ["audio"], + "instructions": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "tools": [ + { + "type": "function", + "name": "lookup_order", + "description": "Look up an order delivery status.", + "parameters": { + "type": "object", + "properties": { + "order_id": { + "type": "string" + } + }, + "required": ["order_id"], + "additionalProperties": false + } + } + ], + "tool_choice": "auto", + "max_output_tokens": "inf", + "tracing": null, + "truncation": "auto", + "prompt": null, + "expires_at": 1791527124, + "audio": { + "input": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + "transcription": { + "model": "gpt-4o-mini-transcribe", + "language": null, + "prompt": null + }, + "noise_reduction": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "idle_timeout_ms": null, + "create_response": true, + "interrupt_response": true + } + }, + "output": { + "format": { + "type": "audio/pcm", + "rate": 24000 + }, + 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"item": { + "id": "item_EWxObI4riOAMDK2owjGO6", + "type": "message", + "status": "completed", + "role": "assistant", + "content": [ + { + "type": "output_text", + "text": "Your order is scheduled for delivery on Friday." + } + ] + } + } + }, + { + "direction": "receive", + "message": { + "type": "conversation.item.done", + "event_id": "event_EWxOe4dizkiKMirmhHSat", + "previous_item_id": "item_EWxOaWxbdB70g0hwGnck5", + "item": { + "id": "item_EWxObI4riOAMDK2owjGO6", + "type": "message", + "status": "completed", + "role": "assistant", + "content": [ + { + "type": "output_text", + "text": "Your order is scheduled for delivery on Friday." + } + ] + } + } + }, + { + "direction": "receive", + "message": { + "type": "input_audio_buffer.speech_started", + "event_id": "event_EWxOeZY8U9HmUrJ3U3Qit", + "audio_start_ms": 0, + "item_id": "item_EWxOebdOf9FZeTJr8RFsn" + } + }, + { + "direction": "receive", + "message": { + "type": "input_audio_buffer.speech_stopped", + "event_id": 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" 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" 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxOfk0L1Itm8s7hVFQ1M", + "response_id": "resp_EWxOfVwAlhEaQIdXw0DaT", + "item_id": "item_EWxOfej3I9UknNmZ0cmpS", + "output_index": 0, + "content_index": 0, + "delta": 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z9vKM8gXyhPEA8W/w3+9S78DuPu7O7W7tBu2R7ArsjOs36wLr1OoB66TrZ+yr7QHv+++y8EPxAvIC80T0cPW29lj4svkn+478p/1j/yEB4wKfBNYFGQdUCJcJ6wrtC+0MEA5FD0wQ/hCHEScSsxLQEscSRhK8EVMRJhEjEQQRxRCPEFkQHRCqD3QPLw8GD+IOXA7NDTENrgxeDP0LnwtCC+kKiwohCqUJ7ghvCAEIjQcaB1oGpgUkBZMEJAR/A+YCNwKFAdwACgBI/6P+8v1H/Yz8vPvn+jz6l/nv+Fb4ivfN9hr2QPWR9MXzAfNs8uzxbPH68JPwOvDs74zvBO9/7vrtXe347I7sKuzV62zrPusn6ybrZ+vE673syu3m7hbw3fBz8T7yI/NB9G/1gfbo94z5IfuD/A/+kP9kAR4DgATmBRgHKwh5CX8KhgtxDGUNyg49EBURsRFCEs8SJRPjEoQS9xGVEV8ROREiEeIQiRBoECgQ1Q9pDz4PIw/eDoAO4g1XDfsMlgw9DOILWgv1CqoKPgrlCW0J0Qh6CP0HYAenBuQFRgW/BB4EfwPBAhUCTwF5AL3/1v75/Vv9mfzo+y37W/qx+Q75Xfil9+r2JvZy9eH0KvSQ8+LySfLu8YfxDfGu8ETw3O+L7xvvku4S7pXtKO3e7HnsIOzV64DrauuB65nrKeza7AnuSu878C3x5PGo8p3zqfTS9fv2WfjR+Uz7vPzw/YT/OgEYA98EWAbGBxoJVgqNC2kMHg37Dd4Owg+WEA8RexEUEqMS5BLKEn8SHhL3EcERbxEsEcUQahAzEPUPiA9OD1IPOQ8XD7kOBg5tDdEMRQzaC1cLygplCgIKkQkZCZoIJwi+B1wH1AYfBmgFjwTYA0MDjgK1AeoAKgB4/9f+H/5f/bP8BvxG+5L6yvn6+Fn4y/c295X23PUk9X701fMV80ryj/Hx8HDwC/Cv71fvDe/O7nfuAe6J7Qftm+xG7MvrbOsq6+fqCuuC6xvsP+1u7pbvr/B68TPyAPPO87/0w/X49jH4m/kq+6P8Tf4eAAICuwNaBagGwwcMCS4KFAsADMkMoA25DqgPjBCaEToSqhIJE+0SnRJIEuMRsRGHEUoRDxHMEJAQYhA1EBIQ6Q+yD4wPKw9+DuANLw17DA4MnAsaC7oKRQrlCbIJWwn4CI0I6Qc6B2UGkAXBBBIEcAPZAkAClwHXACYAe//S/h3+U/1+/LH7x/rw+Rr5Vvil9xD3cvbh9Sv1dvTY80Hzr/IR8mjx0/BZ8N7vf+8n79HuZO4L7qTtQ+3r7I/sU+wZ7NDrietj627rqOtZ7D3tTe6F71nwFfEC8rnyvvPN9Oz1KPdz+Nf5NPuW/Aj+rv+OAWMD7ARxBssHHglhCl0LLwzjDL0NeA4wD+gPgBAcEaoR8BEkEhYS9hH4EdoRrhFlER4RvRBhEBMQww+UD3wPSA8zDxoPyA5jDtQNLw2RDAkMiAsJC5AK+gmLCSAJtwhHCMIHNgepBhgGYAWZBMsD5gIAAigBQwBn/6r+//1l/cH8D/xa+7T67Pki+UX4V/d59rf18PRF9Irz8vJj8tfxVvHW8FDw4e+G7znv8+6X7jLuxe1k7Rntyex77DzsDuwA7A3sN+yG7CTt8u0G70bwJ/H88dbyrvOq9Kz1pfbW9xP5evqw+xX9Wv4WAOkBwgNaBcoGAAhBCVMKSAsdDOsMuQ2WDkoP1A+mEFcRNhLaEgwT+xLEEoYSaBJBEv8RxhF3ESwRyhCAEDsQJBAUEPkPsg8gD4YO5Q0fDW4M0ws2C7sKSQrQCVcJ0QhjCPYHigfkBjcGWAV3BKYD0QIDAjMBeACx/wH/S/6W/fH8Mfx4+5f6tvm++M/39/Yc9mr1pvT881Xzw/IX8oHx+PCI8CXwye9Q793ude4h7t7tnO1W7Rjt2uyc7G7sO+wL7BHsN+yi7DHt4u3h7tTvzfCr8YDyPfM29DH1TfZ295H42vk9+7X8Nv7U/4QBRgMCBZIG6AcRCSUKJwsgDBIN5w3RDrQPmhBaEf8RYBLaEiQTShM2E/0SvhKbEnMSVhIXEsYReRE4EeMQkhA8EOcPoA9ED74ODg5NDbIMLgyuCxoLhAriCWYJ5AhWCMAHCwddBrEF4QT5AyIDNwKBAc8ACwAx/zz+Wv2N/Lf7/Poi+lj5k/jT9wX3QvaC9e/0WfTV8x/zbfK+8QXxdfDb713vDu/F7qHud+427gbu1e2p7bLtmu107S/t4eyb7HXse+y27DPt2e3Y7vfv9fAN8gDz6fPa9OT11vbt9/r4Rfq3+yP9hf4TAMABbwMCBXcG2gcjCVAKigtvDEINAQ7eDrMPYRAKEdARhRLvEmATcxN1E1QTVRNeEy0T8xK5EncSERKoEUER0xByEAQQjg/7DlcOyQ1FDZoMAAxIC5YKDgpnCcUIIAhvB+cGPwaJBcIE/gMjA1wChwGqALv/wP7S/eL88Pvw+if6Yvmf+O33RveZ9uD1MPV09MXz/vJf8rfxEPFn8Ovvke9N7xbv++7M7pPuge6B7oLuje6k7sTu5u7k7vTuGe8370zvkO/v70fw+fCy8X/yefN49HT1ZvZC9x74EPkL+gf7NvxR/Xj+vf8rAZ8CCQRhBckGAQggCR0KDwvvC6wMWg0SDpgOLg/JD3sQKhG7ET8SohKtEqISgBJaEikS6BG+EXURCRGYECYQpQ8vD68OHw6HDdkMKQx4C9YKPwqYCR4JkQjXBzEHZgbHBUgFigTsA1cDggLWAQYBUgCm/9r+Hv5S/Wz8bPui+vr5Lfl++N/3Lfeq9uz1gfUk9az0RPTs83Pz8vKs8pDygPJd8kLyUvJW8kzyW/JX8mHyn/Kr8hHzJ/NY86zz6vMJ9Hr0rvQG9V31hPXn9Rf2fvYT93n3+Pe3+Gr52PmI+iH7tPtU/Bj99P3O/l//HwDyANUBeQJPAzEE4AR5BQgG0wZ1B+sHpAhFCc8JdgoaC58L8ws4DHQMzwzPDAMNGg1JDTANLA1PDQsN5gzCDJMMMQzeC5ALGgvFCkgK5gldCeYIUwjZB2EH6gZ9BhcGkAXsBEwErQPWAm0CvwEPAZMA0/9O/xT/nP4n/pf9FP14/Oz7RfvN+rH69vm9+XX5H/n7+H/4bvhZ+M33tven9773jPeD96j3cfeC91D3mPcV+Of3Ffgq+Ff4nPhR+D742Piy+M746/hx+aj57Plu+uP6a/tm+5b72/sR/O/7qvz//Fb9xP0X/pT+9f4h/2z/w//x/xQAewDKABIBfgH2AS8CigKcAucCKwN+A8IDGQRQBIwEywQVBT4FZAVpBaQFsAWsBbEFsgW2BdoFygXOBd8FvwW0BaEFqwWzBbQFuwWQBU8FLAX2BMcEkwRVBCoE+gOxA1kDCQPkAscCvAK1AkAC4QGuAYoBawEGAc8AcwBZAO3/lf9//0v/Kf8D/8z+vv6p/lH+Tv5F/tT9zf2w/Zv9qP18/XD9dP1C/S/9dP1m/Qz97PzL/KL81vy0/Nj8DP3u/Fz9KP3y/H39IP3x/Fj9U/17/Uf9tf2T/S7+Gv5+/mb+Uf56/of+sv7i/ij/a/90/2//aP+6//3/CABeADUAVgBXAGAAiwCJANUA/QAFARMB0QDVAO8AsgDaAPEAywAHAeYA7wB2ATUBmgFcAZABsgFZAVUBSAFAAQkBAgHOAAIBxwALASQB2QC5AAcBfgB6AFEAQgDu/+r/6/8PAPz/LgCa/y8ACwC5/6H/xf/b/7n/5v8rAMr/DgC6/vL/gP94/yf/iP8h/+f+Q/8r/1L/eP/1/6f/2P9p/3z/Y/+3/93/iP9V/zL/kP8f/53/c/8BAMn/h//n/53/2P/U//D/zf8FAI3/BQCx/+H/4P8jALr/e/8LAH3/EgD1/yIA4/+e/9H/7f/8/wgA7//5//v/wv+O/4z/k/+H/zAAuv/P/ycA///g/8b/k/+W/8L/NP9e/8f/kf+8/5P/t//H/+j/7f8PAM//IACn/9z/4/++/7n/1P/u/9//0v/N/x4Arf/0/8j/qP+2/4j/AAAWAKv/6/9bANT/rABAAEIAPQAKAI3/t//G/8//vf9VAA0ABQASACIAoAD8/zoAFQDl/y4A0f9zAIYApwAYANEAYgCEAFkA6v8jAIX/Sf8AAHUArwEgAqoBlQF2AIb/d/9t/pj/6P+v/2r/0f56/yf/swAnARYBeAHGAP4ANADm/0kAjf+y/x7/AP+L//j/7/+4ACMALQCU/7r/wf+YAJ4AqADRAFcAnv8BAOf/DACL/x0Agv+Z/wj/+/9sAO//rwAAAO0AxwCdAAsAhP+s/vP+Zv6P/k7/K/9r/47/eP/9/67/OQAXADgAkv+v/wEA0QAlACIBXQCCAEQAmf+u/zAA7v9o/yYASwAxANIAgABRACkAXAAqAPv/ggCmAJ0A2QB+APv/3f9VAO//+/8PAGv/aQDJ/77/xwCa/7UAxgAzAB0Byv8yANP/v/5aADwAqv9eACcBzv/PAB0AMgC3/3b/WwBl/wUAk/+S/6L/IP/L/wAA/v9u//n+LP8H/87/cQC2/7UAGQAe//L/wP8+/ywAGv8i/6P/LP9KACMAaABA/yYA6f+r/+P/nQBk/1MBR//w/7MAUADIAAgAQQGlAPL/qwAUAcf/HgA0AC7/f/8aAaz/3ACbAc7/5gD9/6//vP83AB//DP+OAPL+IQGdAPgAPQFhAHQBW/9p/yoAX/+1AL//kwA9AS0BEwA2AUoBegBTAA4A2P8YABsANgE2AGkB3f+pAKIAtwDy/2L/LP/C/7P/SgFnAAEA1QCD/+8AUADc/0MBnf7C/2D/0P7y/2X/Mv/3/20A4gBc/ssAX/8P/2IA2f30/pL/mf0C/4cAxf8qABgAKf8oAC//GAAQAKP/kv9ZAPz+vv6s/yz/cQBm/w0AEv+YAFb/jf60ABf/Wv+N/7sA7f7nAKEApv/vALP/tQAWAfT+y/9V/zD/k/+H/wT/If8zAMUAfAB0ABYAygBZAKgA+/8rAMUB2v+e/58AVv9sAUAAJv/JAKMApgBlARkATQBpAE4A+f+8AOX/iwDm/7T/tQF7/z0B7gBn/60APQBNANn/YgBEAJb/Xv9rAPD/zP+9AHv/Xf+q/nr/VQB7AY4Ab//TAWcAkf8ZAdn/T/7F/0T/F/9eAaD/Of93/wEAXP/4//b+E/8n/4H+Tv8fAGX/d/9V/7v/sP+L//b+W/9XAJb/rQDF/6AAQQC5/oYAFP7r/zUASv7s/xIA4QAyAIoASgAYAPUAz//9/wkAlf6sAfP/fAD9/uL/JACBAD4A2f84AMz/7AAgAI0A5f+z/3D/2P8FACsAjv9LAX8AT//wAcUAaQA9ACoAjv9Q/1UA0QAt/2kB6P+9/xsB+QAwAJ8B8/+IAGYAI//p/p0AQf97AGcAbQDOAF4CvP49ACwBTP9HAcX/jP6cAO//9v9g/7P/BQDx/iIBRAFd/1IAvgD8/Vn/ZP+v/a/+nABx/qD/N/6Z/0r/7v95AHcAG/8eALAAlf+0AHn+aQB2//3+Ef+Q/zoArf+nAPz+C//kABL/2v6aAA3/Qv+kAQsAWQGYABIAFAARABkA4QBi/2gA0gAI/3gA2P83/5gAxf/KAO4AhgAHAAsA6f7uADMA9v+zAEr/sv+LAfUAEQH4AZP/tv9RAC//JwHs/iUA2/84AXMArP+wAJIAkACU/10A6P+6/v/+PwGPAPMAGwEvALIAYQAyAP//z/+V/63/yf8y/40A6//U/+oAgf8uAA8A5ADe//f/N/8SAA3/Sf4R/7T+3P+f/uD9Yv/6/rEACv9hANoByP4y/7D+vvzi/i0AGP7z/7UA7P4AAPz/L/9dAMn+Iv9e/9j/e/9l/+v+vADF/xwAcQAgAIsAcQCWAJABL/8sAHcAwf8mASsAVQB0AFn/8QBmAIL/QwDa//b/swDH/j8AIwCh/3gBTQHjAHkB0wEGAM4BogF9ANcASAApALkAp/+MALEAYADDAAUApwBNAO8AVQBIAa8AywCPAKf/sQBKAcb/QgFNAZ3/oQDU/10AIgKYAUcAcgKq/1EA3P89AFv+Sf8MAPv+2/+Z/hsAMgDfAHsBWgEVAYj/bACK/+L+xv93/z//o/8C/0v/LP93/9D+xf0S/6H++v2F/sP+LwAzAI8C2QG/Af7+qP6Y/3f9Q//U/tD9k//kAOX+pwDyAIT+FABtALD9xwBg/oH+3P/Y/8X/3AA5AC7/ov+F/hMAdgG+AO4BZf4FAO3/tf/L/6D/mwCTAI7/JwC8/+8AawDK/xkAqwFUAZL+BgC4/2v+zv6Z/lX+DP8H//P9UwFfAQUBMQEzACD/FADEAuQAVgGXAKr/DP9H/rT/dgEEASUB1wCh/5f/yP8AACMBfgC2/wcBRgGg/tL/1QCq/TX/uf9V/5H/o/6s/60B3P97AdD/XwDl/zb//v6+AXz/J//b/oD+9/xk/ykAQQCD/8oAvQHhAJr/sv4L/lYBLP+Q/jz/YwBLAJb/Rf/n/xgAyP9h/gkAnP/oAAsA1gBmACIAxv+CANn/cf9PAKL/MQHg/zYAmAHr/nj/uP95/2P/EP+i/7wA//+W/+wAagJXAowClwHQAS0BewD//43/fP8xABsA3P+e/73/pgB1APL/PQBAASgAPQD4AIwBEgJUAl8BiQABAOn+3v8vAXAARABtAcEA7/+jAAIBQAHB/0oAIwAjAHsAtv8m/93/KACw/+b/IQCYAAgB7P+aAEQALwA0AhMAqwCaAC0A2v5q/lv/5/5b/q7+Qv+s/pX/iQD6/mT/wv9R/3v/qv4M/zX/3P+r/Y3+g/9X/lT/ev6r/tX+lf+aADIAMQE1AsIAowDO/9L/Vv+7/wIABgDfACQALwCEANz/9v/a/6b/1v/l/jX+JwB4/3r/dwBQAL3/vgBTAHb+c/0a/zv/w/6h/qP+p/8t/mn/XP9vABkA3P/uAUMAzAACAPn/o//A/p8AyQALACwATACAAJoAXAAWAUkBuP+M/6n/6f+2/20AQgAeAAwBigFZAasA7gDRAH7/sP7Y/nr+MP5R/oL+wv7R/9oA0QBdAZYAgQCJACEAF/8p/4f/CP9R/pH/DP/w/iv+ov/W/3//WgAjAHgAHAGUAMgA0QCuAEIA+QCTAOf/ggBEAND+Af9ZALT/N/8D/7b/e/82/7AAcABOAMgAP//d/pH+J/+u/vT9qf41/9b+JP9F/xQADwADAHAAogFcATMBMAGvAXEBnQH0AFUBjwCtAK8Arf8GAAkAmP/y/2f/Gf+d/6b/hf+EAboA6QDSAHcB+gDPAE0AIv+8/ir+rv6i//f//QDCASkBDwE1AXABMwHjANEAoAASAYsBNwHE/00ANADg/6sAqQApAOT/MADb/30A6P8uAAAArP9u/9T/RQCMABkA4f9yADAAAAAgAMf/PgArAJL/RP9H/2L/qf/K/93/SgBwAJn/kf+8AIoBnwGGAYEBNgFgASUA9P8CALv+nf4X/g7+bv6z/gX/k/9XAEMAmQCrAVQCgwLZARAB7wAWAQ4Aaf+h/7D/Z/+F/7D/6/+s/0j/3v5e/47/dP/Y/ykAKQAJAB0A/v8xAH4ApwBjAK4AegDa/wUABgBEACYAXv98/zn/SP8u/yH/qv+8/+r/OQA+AFYASQAnAAcAzf+r/+r+5/4s/xP/cf86/wD/ff9f/5v/6/8WAEH/z/+q/6//sf+k/1v/Gf8c/yP/LP+K/zr/6f72/oH/CQA8AIAA//9cALUAoABEARUBiQAlAEkAYwAIAFcA3/+U/7P/7v/B/7//pf82/8f+ev6S/q3+AP8x/4//9/8mALkASwGnAbQBxwFSAf8A3ADNAJQA+v+k/57/Bf+C/9n/z//6/97/rv88AN4AuACxAJcAIACj/0r/iP+b/w4AhACwAMAA9ADcAJYA2ACcAFsAdgA1AO7/MAARABkA/f/F/5D/N/+z/zYABgA/AJIA0QCIAHYAYAAMAE0A8//p/y0A8/+y/8X/1v+b/7H/if9A/zH/g/9c/wP/zf8iAPv/+f9KAH0ARQDt/7H/sf/h/5T/bP/s//T/p/9i/4z/rv/b/7D/fv+c/7D/BgBBAI4AzQCsAMwAagBSADMA6//n/+7/BAAFAMD/7f+5/4j/if+X/6v/HwAnAHAA8wAbAR0BIAEaAc0APgAGALr/8v/M/8n/qP+b/7P/zP+w/w0ARQA2AFAAZACkAJIAvgD7AP0A6wDMAMYA6ACyAFYAFADy/9L/7v8eADYAdQBbAC4AjwDwACsBQgFXAVABNAExAfsAuwBuADQAnv9c/1T/G/9r/1//oP+q/7r/1P/+//v//v8gABcASABvAFYAhgCSAI4AhQBUAAoAx/91/yv/+/7k/gf/Df/l/ub+7P6//vX+Wf95/77/IQAQAB8A9P/Y/87/s//I/53/i/+Y/2D/Qf9C/1H/Uv+Q/4//ff+b/6r/sf+v/9j/y//7/yMAHwA3AC8APABbAEgAbACQAI8AYgBLAB8ATABpAEoAWgBCADgAGwDm/83/1v+//9P/9f/k/wgAFgACABMANAA9ACQALgBKADMAQwBhAFsAZQBwAGEARgAuAEgABQD4/wMA3P/c/8v/s/+V/27/Pf8s/1b/Xf9P/1H/Pv9D/1L/Rv9g/y//F//4/r3+x/7z/gX/IP80/yH/I/8j/zT/Hv8g/xT/9f7r/sn+5v7m/tn+4P76/hb/+v4K//v+FP9Z/2L/c/9m/1z/df84/1f/Tv9T/3v/nf++//j/KwBFAGAAkgDiAP4ANAGCAZIBxAHYAdwB6AHtAdsBtQGKAVQBNgE9ATUBWAF8AZwB4QEmAmYClgLYAu8CEwNFA0wDPwMhA/8CwQJ5AlMC5wG+AXEBQwEiAfcA4wCrAKEAkwBuAHEARwApABwAEQD7/8v/uf9x/zP/A/+z/nL+T/4I/tr9qv1t/TT9Gv3X/Lj8hfxK/CT82fu2+1j7JPsJ+6z6b/pD+gH62vmu+V/5XPlK+Tz5SvkM+Q753Pi1+Ij4Vfgw+BX4A/gD+BT4Y/jU+H75R/pn+8P8Sv4IAOIBwQO/BdQHpQmoC0wN5Q4gED4RGRKJEvkSrxJvEs0R0hC5Dz8OqAwTC3cJ7wdOBvEEvQOpAvkBkwFGAVEBgwHiAUACAQOcAygE9AR0BfoFhAa8BtoGwAarBkIGwwU7BWkExgMFAyACNwFrAKn/1/4i/l79q/wt/JP79/pg+s35Pvmg+On3FPdn9oH1uvTN89by5PHo8BnwNO/F7ibuyu1A7czsb+zu69nrSuv56tnqcuqR6szqIOsn7JztZe8W8hj17Pg7/eIB2AZUCw0QDBQQGAwbch0FH2ofdR9bHo8cLhrgFnQTdg9uC3gHmAMHABX9Xvp9+Fz3qvYH95j3/fjS+s38S/+fAfsDJQYeCHgJhAonC0gLGguZCq0J8QgbCH0H6AanBqAGIQfLB6YImQmSCpILbwzmDAcN6wxADJALXwqvCP4GxASHAg0Al/0e+9n4yfYD9XnzVPKa8SPx2fAH8WTxufGv8mfzNfQY9fH1e/b79l73Ufc/99/2Qfar9af00vOM8kTx7O+87k/tKuwG69LpHemu6Mro8ugy6qbruO3O8GT08ve0/AEBPgULCuYN2RHHFHIXJRkPGtcaGhotGWMXABV0EjIPLgz2CPEFaAMYAVn/Gf5Y/Sn9PP2+/cH+jv//ACwCWAOjBGIFSQZ2BrAGhAYPBsQFEgWoBD4E9QPxAw8EgAQoBQwGZQeSCBwKgwvrDCoOOQ/aDxAQ7A9ZD2kOBw1OC0IJ8QaWBBoC0P9d/Xn7kPkI+Av3/PWJ9Sv1KvWP9fr1ufaT9z/4DPmv+RX6J/oO+n/5hfiu90725PTN8/zx9PC+763uKe5C7d7sOuzd64brNusO66bqkeox6nPqD+vU64bt1e9K8h32GfoR/uACtwZYCwEPWRKQFS4XSBn9GS0aCxp9GCwXuhQ6EnoPPAyMCZoGLwRPAmwAoP/w/rL+MP+h/4gAeQGYAnoDRAT4BA8F/QS9BN4DNANjAokB/ADKAMUAOQE5AjIDvASVBlQIZQoaDNgNcQ+lENgRNRJbEikSVBFDEMEO1AyyCnIIIQaXA2wBKf87/Y37KvoG+Rj4lPdC90v3cvfV9xz4c/jf+A35HvkR+XX4w/fi9qr1hvQ689/xxfCm79DuN+6y7WjtVe1W7YTtpe3U7aztXu297AvsDutH6r3pG+lh6TDqzutw7mHy/fUv+yEACAW3CjwPjhP2FrsZcBuaHA0dBRyvGqQY2BXtEvwPYQxwCfIGUATSAokBsQC9APcAdgEjAuACrgOABA0FbQVABcwERwQcA+gBvwAr/wf+af2x/Pb8mf2U/kkAhALwBKgHWQreDCMPWBH6EuQThhRkFKMTihLgEJYOOAyqCdYGQgTnAdP/P/4Q/VP8lvui+5/7w/v7+/H7+/u0+5j7Bftb+or5ifiE91D2IvXm86byn/G78PLvp+9172Pvxu/n73Hw4vA18V3xX/Eh8dPwS/BV7yHuhOzi6kDpDOju5prmDefn5+PqMe6O8vj35/yoAgQIbw3vEUwVHBhrGQgaXBocGWQXZxWVEgUQpw3CCmYIkgYKBWYEQgSEBOMEBAa9Bp8HjgjACA8JvggpCA8HhgUABMoB9P/8/TH8hfrN+Vr5xvl5+yT95f87A48GKwqsDUYQMRLtEzQUaRR3E/0RRBD2DSQMtgm9B7QFIQTlAvMB2QGFAfABYQLEAkYDbgNgA74C4AF7AL7+7Pzf+uT44PYn9YbzU/KP8dHwffCw8KbwTfEI8pbyWfP08z30dPQf9J/ztfK18YbwL+/k7ZrsWOta6jPpDOhE55jmYeae5pPnT+l068vvyPOK+Jz++QJ4CFkNORFjFGYWiBfFF4EX7xZFFZQT8RHBDy0OpQzOCvwJQQlICbkJUwpFC4kLpgxgDAUMbgtsCf8HtQU8A+0Abv5p/Jj6h/nw+OX4qfkN+7r8bP/fAZgEZwf1CU8MMg60Dy8QNxATEAgPEg4HDY4LiAqmCfkIoghjCGsIbgiNCKYIsQh6CBsIigeSBlkF4wPbAbH/b/3W+pb4evZ39ELzQPIS8gnyjPJD88Xzl/Qy9Uv1ZPUd9X/0wfPo8s3xsvCZ77Hui+0B7SzsqOt86yLrDuvJ6kXqeend6Ofnd+f/5nfn4+hC6t7uffI997P9KgLuB9AMBhHPE4wVuRYpFokVuRSsEvkQpg/ODb0MHQwkCysLYgvnC64MRw0KDssNKQ41DaQLdQrMB5wFMwO7AJX+ovzW+436zfpC+837K/3m/n8AyAIeBQQHMQlbC78MyA2wDhoOIQ2JDMsKvQn3CHgIlQhFCaIKnQvwDOQNTA47DqoNawx1CmEI0wUvA+AAWf54/Jj6QvlJ+Lv3ofeG9xL4HPip+Lj4q/h5+Jr3pPaO9bvzKPKR8PLuo+3v7FXsKuyo7Dbt3O3i7nDv9u9I8D3wi+/h7lrtNuuf6RznceUR5G7jbuRZ5fDpue1H85r6nv+EBnsL3g/wEvkT1RRlE1MSMhEqD1IOaA2eDAgNEw10DZkOHA+TELgRaBIzE5ISVhKFEBwOkAuzB5wE/gAp/uL79vnR+Z356vrY/Nz+aAHKA74Fkge1CDQJIQnnCDUIkAdCB68Gcgb9BlYHiQjdCW0LTw25DqcQiRH9ESUSGBGXD2UN5QoMCGQFEQP3AIb/s/4x/gz+Lv7d/aH9Ov3f+wz7WPkF+Ef20fR/89zxGvEu8D7v9+7B7rfuFe+a78LvN/Bt8FXw7O+h73bu6O0Y7S3sp+v76ifqK+mb6DnnzeY05jnmLOcO6P/r3e4S9Er6if4UBR8JFQ0vEJoQFRFfD9QNfQwRCyoL+gpgDKgOghBLE3EVXBaZF3MXahYJFXgSLhAVDVcKuwfUBCMDSwFAAAMAu//bAEYB3AKsA0gEswQBBFADUQI6AVcA8v85AMkAfAJvBDEGJgjuCQQLZAxJDf4NyQ5lD+4P5g/1Dw8PLQ7EDBoLWQnEB38GVgXqBKcERAR1BN4DAwPJAd7/sP0c+874D/ZK9KjyjfFW8TLxmPEh8m7ynfJt8g/yFvEh8OLulu2b7KjrC+tt6k/qTup96lDrUusk7DfsleuW6zjqD+lX6FHng+cc6K7qvO0u8jr4pPyMAnoGQgkWDKcLPwwgC/AJWwoBCjIL6gx0DkgRThNQFdoWLBeNF8UWzBVTFM0RSBCKDXgLvgldB24GCAV/BJoEUgQbBTYFfgWZBQkFSgThAjMBr/8D/j39k/wI/SX+8P+vAjcF7AdLCtUL/AwyDcsMGQz+Ck8KkAleCYIJzQllCsMKHAs9CwwLmQquCYUI7wYkBS4D/ACt/of8cPqD+GX3SPZD9j32gvYN9/723fY99t30O/NZ8WPvgu0x7ATrmOrC6hzrIez47NHtuO7e7hTvWu6g7TPsSuoO6cbmtOUY5dXkn+ZS6LXsIPE19sj8dwAlBYgHyQd5CEUGIgXNA8AC+QNiBaUIngyhEP4UBRhcGvUayRn+F54UvhEVD8wMIAyRC+ALvgwADaANgA38DHkMGQsgClsIuQbnBNwC1gAZ/6L9p/yq/Cn9df59AHoCpgSFBowH2geMB4IGZAVxBAYEQgRVBRMH4wgDC2gMbg12De0MkQsACjEIgAYiBe0DHgNVAswBMgF0AO7/8/4q/mv9LPyB+z36Avng93z2F/XU86LyS/GP8OvvH+8e76HuSO4k7nTtKO1s7BDsaesB6wvrdurn6prqdOre6hzqluql6hnrMe237pnyEPaT+e79rP/PAT8CZwFHARsAiQCrAUsDhQZvCeYMLhBLEkAUtxREFEcTTBHqD3kO3w1NDvoOgRDHEbESIhNkEk4Rfg9nDXkLfQnzB58GYwWVBOMDbwMsA/8CAQPHAtYCogJ4AkIC8QHCAacByQEPAo0CEQO+A2IEJwXGBVEGrwbhBp4GWgaxBdcEFwRdA9UCuwKSArQCqwK4AnEC6gH/AOb/nf4Q/dX7fvqj+Q35ifh0+Iz4ZPhC+PL3YPf+9iT2bfWQ9HnzjvLF8Svx0PCw8MfwOfGv8RLysfK08oHyLfJ38YLw0+8m7wjv++9D8Qn0rvZr+T/8hf23/t3+L/6I/cb8e/zJ/Kj9Gv8DAUcDcAWSB0kJpwpEC2wL9QpPCncJAAnvCJAJowo2DIYNzw44DycPmQ5vDVsMVQuuCj8KEQr2CdMJeAnyCG4IvQcQB4UGBwbbBZsFiwWCBUwFGAWsBCcEpQMIA5oCWQIzAjACLQJeAkcCWQI7AvQBmQEkAcAAWADt/6b/Uv8e/xD/3v7J/sv+xP6t/pT+Zf4n/sn9Vf3+/In8Qvz7+7r7jvt4+0/7IfsB+5P6UPrv+X/5FfmQ+Ef46/fB96z3qfe796v3k/dz9zD36vaH9jr2APbz9f31EPZa9rn2H/d999X3DPhJ+HX4ofje+Cb5Z/nE+TX6yPpN+/X7uPxx/Tr+5v6F/w8AjwDyAGcB8wGeAkMDFQTmBJ8FXAb4BrIHMQisCEIJrAn/CUcKdgqlCs8KEAtEC44LuQvhC+4LzwubC10LIwvhCpIKQAryCYQJLwnYCIEINAjgB5gHRQfwBpEGJQarBScFqwQkBKkDIwOsAkcCxwFLAd8AbADX/13/zv47/qL9Df2J/P77nPtO+/z6vvqB+iH62/mJ+Sj5zvhn+Cj4yPeB90f3EPf19vX2/Pb/9gP36va39mX2LPbq9db1wPXO9eD17vXr9d/19/UU9jP2bfbB9h/3oPcT+JD4+fhQ+Z35Cfp2+uz6kftd/Cf97f2L/jr/z/9bAB8B0QGMAkAD5wONBC8F5AWTBlkHGwjpCK4JaArYCiMLKQsdCwoL8wr2CvoKOAuXC9ELGgwmDOkLewv3CnEK+AmJCTMJ7wi4CJIITwggCOcHkQchB8oGfQYJBqUFSQXCBBEERgOQAhECsQFhASMBuwBGALf/If+m/j/+Av7i/b79ef0r/Z38BvyA+wr7xPqj+l76+PmO+RL5o/hQ+CX4/vfw9/73+fck+Bb4E/jg9573ZvcR9/z26/bg9q32fPY69hz2D/YK9tz1jvVC9e70HvWH9Un2VPdG+Cz5qvn9+fb5rvlS+Wj58Pn/+lb8lf2U/kL/x/9OADQBAwKLAvACdgMhBFsFeQZ3B24IEQlhCcgJLgrmCm8LKAyKDLUM1gznDNYMxwy2DKsMggxLDCAMqAssC44KDAqhCWAJVwkZCeMIlQgxCMEHHgdhBo0FDgWVBFcEKQQKBL4DZwPQAikCtAEEAaYAMgAAAOX/IQBjAMoA/gBfAEX/Av6F/Fn8Lvyd/Fn99P1T/fr7CPvD+TD50fiq+br6v/r1+Q35nPfF9v71HfZ49lz2HvZv9YT0dfNJ8h3yG/KM8vjyv/KP8onxC/H070/v7O5j7zDw5PGZ83z15/Yu9zT3WfaY9Yf1Z/aV+DL7/f14ACYC/wLxApYCWQKWAowDcQUhCMAKOQ3uDosPQw96Dr0NsQ1WDqsPlxFfEy0UWBSMEwgSkhBfD6AOSw7nDbkNXQ3kDEgMRAs3CrQIdwcTBi8FvQSXBLIEjQSmA10C3QCl/03/vP+NAHUBxwF4AaUAYf+c/rD+Ov+UAHUB4gHsAecAHQAg/7P+2f40/wAACABCAJL/Zf4w/TP8ePtV+7z7/Pv9+zn7j/kh+Dz2+vRj9En0WvRK9Jzzh/Jb8b7vsu607U/t1uyn7Jvsl+wZ7Dfs8Otr63Hr/enn6WPqZOsg79by2vWc+CL4nfY69czzIvZk+dX+XAT6B+YKZQosCcoHpwb/B6UKew4LEzQWDhh3GP8WwRVvFBcU1xTvFTgXahh1GNsXSRY9FGsSpBBKD28OeQ3RDOUL4wpwCa8H/gVNBBgDJAJyAeYAfwAJAJP/Lv9B/mP9wfxo/Ab9B/4H////4v+p/4X/HP+k/xkAmwCaAfgBbAKcArYC1AKzAtACUALaAY0B6wCuAHAA+f/q/1/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" + } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxOfkFyvBDgk6AdjYGSu", + "response_id": "resp_EWxOfVwAlhEaQIdXw0DaT", + "item_id": "item_EWxOfej3I9UknNmZ0cmpS", + "output_index": 0, + "content_index": 0, + "delta": 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" 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EDwaqBqQGvAZaBt8FtwXAA+UBWgBP/pz8bfzW++b7Dvzk+gf5Ova+8qnuBO7/7EbrsOsr6OflQOUC4ivkq+VD5gDt8e9m8Wf0kfN5+Oj6pvzXATUDLgfVCUsNGxDXEdcTgBSiEt4R8g8FDyYQMBA/EaIQLA95DG4KygiqBl4G+gS6A/EDRAJMAlIDXgJOA7kCEAFuAZgAJgFnA3QEtwbLB7YHUAhLCC8JXgmRCGcHjQV8BLYDAwMhAlcCQAEr/4P9/fqk96L12vOs8b/vBe7o68rpUejX5jzlyOOi4hbkO+XL59bsNvCO8nT1MPmx+pb+BQK/A4IILwxPDckQtxFZEukUnhQxFJgS+xBREE4PAhCjDl0N/AzFCRYIVQaGAxECDAIYAMr/D/++/f79Jf+b/9b/ZwB0/yAA3AE1A4gF1Qb5B9sIJwkfCagIsAgPCcMHQAj6BjAEgAOlAYEA7v+//Hb6HPhO9Qb07/G17w/uoevy6Wvne+Sz4sngI+FW49Hj3+b17Zjwt/P790P5kvtU/jIBmwNACFkLHw9PEVwTkhTGFdcV7hMyEU0Q1w5NDkoPYA7PDEQLjwjuBVQE6wHDAVQBKgD6/2X/pf3n/ez+G/8k/1L/Nv/a/1UBJQPwBfMHzggfCgwL3go6C1oL5QpzCr0IggafBP8COwLnAesA2P7X/AH6bPcM9bLxQ/DX7avro+rS5jTkRuP14KbhS+MG4wHppe2i8JL1gfX79wL68vwTAYYDDQjmCxYP9BGQE84UMBaaFV0UeRERD/4N5w3mDuwNGQ3KChsH+gQCA0QBFQEUAG7/tP6M/Xb9Gv4k/6L/0v+2/wj/nP+4AIQC5QWyB5YIzQkfCuQJMgpqCi4Kvwm/CCsHSAX6A5QDjgKoAED+FvyE+Zz2KfWZ8o7vYu4o7A/qHeh+5ffjUuJA4snjv+Rr6NvtnfGC9Jn2yvii+oP+vQGPBE4JWQ3iD78SChO9EtYUuxPLEvsQpg6HDhAOnA75DUsMmwo3COAF+gOuAUwA7P9i/oT+WP5R/dX9q/70/pH/RwD4/xEBIANABHQGHwfNB2MJ9gkVC74KXgkRCfgHHwi6B8IFkAShAiEB0P/n/Dz6Z/dj9afz0PGy7/XtDewp6jDopuW44xbjeuJt44XlYOjg72zzMfVO+b36Jv2RAPwDywU5CkwO+Q8bEuYTEhSBFWAVZxJMEKAOvA1SDlwOiQzVCdkH0AV7A/4C2gAFACUAw/7v/mv/Af4L//X/Ef8r/6v/Bv/IABgDXwRmB18JQQmPChsLaAqACiAKpgghCPEGLAW/A40CZgEjAEn/lPwG+iP4rvVa81bxWu/X7AfrMOkV5azj8+JC4cXiTuX95nftlvNM9VT3aPig+p38IAGnBSIHDg2ODyARuRLDE3QUJhXME2IRMQ8/De8MCw5zDXcLDwpmBvQDJwKpAMH/cv82/+b+3v2g/nb+HP/zAK4APQB/ANj/dgFFBEsGPAmOCvwJggqGCrkJUQl9CeMI1QcbB2MFwwLAAUoBfP///Jj68fee9f3z6/KL8Nrttut06QHnUOVH4wLiFeNw4l/nmux08K32S/iU+B37FP5n/lgD+gZXClMO0hHgEmsTcBR8E5gSww+ODTsMqwtzDBgNtgwhCysJBAckBB0CEwFVAGX/nv+C/rT9Vf5m/t/+uv9O/yj/nP+KAHgDlgZvCOMJMwliCL8IjQgeCH4HUAYeBQUESQTaAykDsQJHAEv9BvvR9/70o/N88gXxo+9B7grs+uhe5kLkz+L64Xfmcejs65fzsfQ29l/5EfvT/IABlQNtB0ELOw/KEVISJRPEEw8UNxKcD18NDQuiCiwMrgwaDP8KVghYBFgCYwEZABwA5wDU/3b/0v+E/ysA9gAPAdv/r/5A/s7+QAKgBVkIFArFCcUJ8Ah1B1AHPAd7BikGgAUjA/oA3gAIAOX+Pf5w+7P38/Xe9O7yefHL77HtAutH6JzmouT94pHlruZ76S7xgvT89kz5u/m0+wP+2wABBSQIqQusDzMQ5hAaEkATDhLYEO8OYAyiC5AMVQ1ADN8KhAksBjAEOAPtAMUAAAEMAKUA2v/1/qz/if8aAE8BvwDd/5kAxAG1A2sGdAjzByMI8gcmB8EGTAfsBrIFuAVSBGMCZgIgAlUAPP/H/L34Gvdf9X3zHfI78EHuXevn6KznV+Xj5Nzl1+X36DLvAfOr9iH4Dvi4+3/9bwGpBWsIVgvBDcEPbA61EG8ShhJBEmQQVwzJCh4MkgyeDWAMbAoyB8UEXwPMAe8BPQLpAb8BZgCd/wb/6v5a/1QAo/+M/rP+Vv+RAWQFBAguCLUIywdPBrgF7QTvBHMF/AXaBNMBrP/u/p79bf6u/h/8EPoW+P/18/P78ervZey36SvokOWr5JvmmeYo6eTubvE59UD3DvdX+fD7Vv57Ak8GcAjWDIgOAQ4HEGoRtRFfEeUPvwydCyMMaw3LDb0MhAqtBpwEoQNeAtoCpAIMAnMCYwEkAFAAPAA3AIQAbP9V/pH+SwB8ApkFiAd+BsMF/gSpBCIFCwaYBpIGPgaeBCwCKQFhABj/a/5t/Iz5PvgE98P1WPWT87LxpO5f6wbpJ+aD5XvmmefX6jnw/fON9g335vbo+Mr74f9MA5MGXwmrDDwOLg6wDmUPWw/ZD0QOpgw2DN8MOQ6ZDkINrArWBx8FZQNQAvQBlwL4AtwC2QF4AA0AAAAvAGkAw/6E/Q3+kf9KAgYGqQffBlIG8gTVAxQEWQQ5BO8EAAUnBBQDcgJLAYf/wP2Y+3D5lvjd+On3ufbY9NDxH+6c6pvofuYs5tTnoOfq6iDx6POX9zz4AvdO+dL77v2cARkFAQjTDFUPuw4PD4sPmw5iDsQNLAtRC6oMVw5GDwkOggvjCIIG3gRDA3YCsQKtAkcD8gK7AdoBKAH3//r/hf59/dP9o//nAVEFNAdHBk0F1gNHAjEC+gI0AzgEfwTjAwICvADa/3/+5f0w/L74s/Zg9gf1K/U39WvzcfAM7Rnrcege54roKOgz64TyyfSD98X4yffO+VD8cP4HArwFQAlfDEwOCQ1LDg0Qng/WDnoN9grtClYN+Q6EDlQNGgsZCK0GzAW+A34DPgTUAx8E9gLlAfIBcQGMACUAxv4s/ur+KwCdAU0D8ANEA8cDwgNVA7ACjQJxAi8CKwKnATEAQACFALD+wP3O+/D45Pca93j1YvQ38nnwI+6e64LryunY6NPrXOzF7zz2dvbj9qP4T/jB+nj+VgByA/EGWQrGC9sMFAyiDR4PEA8nDhgM+wqGCxANAA6kDdYLNgtHCFIHAwZKBagFkQZXBbwD4wGHAFUAzwCAAJ//rv6s/pb/YgEVAxcECQSPAhYCRQFGAckBTQI5Au4BfwFXAAv/0f7g/bP8Ofy5+hf5Ufit9kr1Z/O48KruvexE62TrTet+6UntuPCw8q331vaq9fn3Ivpy/EIB5gLqBaEIegqzCv0KhgtwDUcOOA37C9UKSws1DbMO0A4CDUkK7AiDBq0F0QUIBrgGFQd9BU4DgwK0AakBsgHA/9P9EP1N/QoARAPhBMQEsAOOAXMAkwA3AT8C9QLSAsUBdADy/qb9bf0l/YP8kfvg+ff3ePc39wH2ifRg8ZftY+tj6u3pk+xl7Q/xL/WZ9dv3R/do9nH4S/ul/DoAZgJ8BfgH8QnaCdgJIQvNDFgNdQw6C4MKVgulDS8PqA45DXoKogi5BsAF7gWYBhoHGgfNBdYD3AI+Ao0BDAEOAET//P4//xsA8QA+AmwC7QE/ASIA1f9sADIBhwGTAfIATAAj/yH+UP2u/O37CfuX+UD4dPfp9gv20fTq8oXwq+4e7V3sRO1Q7XTxu/Qu9tL4VfcS93r45flb/OD/wgFdBRgHKwj/CDkJswqtC/AL5Qq+ClcKZAuLDeYO5w4fDpkLpAlHCAEHGAfaB4UHsgdJBukEzQMxA8sCNQKkAAj/x/2q/Xf+cP9JAHcALACw/+H+nv6d/gP/xf8YAPr/J//8/Vb9Nf3K/JH8TPzx+gn6XvlH+Mn3OfdC9kr12POZ8RTwTO9J79bxS/TV9jj5hPij+AD5Jvo4+5v9lv9WApAD1wSiBXsGXQg4CTwKQwoECTcIiQiUCUELmgyADPML5QpVCUwIKAiVB4IH0gfHBkoFHQTQAjwCPgJoAS8AfP92/pr+av/V//H/r/9I/yT/j/5j/l3+nP5X/wgAUQApAIH/1v6a/iD+Nv4U/uP94f0v/bX8evzA+836MvrN+Qz5ffjU9g32NPaR9wP4vPgX+oT6uPqc+o/6nvp3+5T8Vv5H/+b/bf9oAAECqQKuArMCAgRqBAcEeATlBEAFoQUiBrEGgga/BWgFewVMBdUEBQTXA2YDfgKMAqMCXAIAAj8B4ABmAPL/GABaANMApgA7ABQA5//e/xoATACEAJEAcQBBADoAVQBsAKwAuACgAHYAIQDy/xkAVwBFAOP/mv8s/6n+pf6//nv+bP6T/mf+OP4y/rT9kv2T/Vn9Ev3V/MX8zfwO/Y/9jv2J/Zz9d/14/bv93f3J/RT+rv77/oP/1v/R/+X/KgA4ADIAUgBjAIUA7wAaAScBHgFQAS4BGAEsASgBOgFhAYIBogGnAY0BigGgAZ4BkQFeATIBNQEwAS0BLwFDAWQBawGBAYIBaAFZAVEBhwGeAZkBtAGtAZUBsQGnAYQBVAEvAQwB2QDQAM0AwgCyAKIAbQAWAMj/av9O/yT/Ff/l/tb+rP6a/nT+G/73/fb90f3i/Rn+Pf4r/g7++f3y/d394v3t/eT9Gv41/j7+OP4g/kX+bf52/o7+pf7D/hj/eP+///P/3P/Z/wEAEAD9/y8AcgCKAL8A+gAaATABLwFGAUkBagF8AXkBjAGcAZEBkAGtAbsBvgHIAbwBvQGmAY8BkAGgAZQBogGqAZUBlQFyAUsBPgERAdwAqgCMAH8AaQBaADkAGwD4/9n/vv+m/5P/fv9F/xb/7v6//rb+u/66/qn+j/5l/kT+O/4R/hH+Hf4U/hL+Gv5B/nj+p/7O/t7+5P78/hr/MP8+/3P/sv/g////EwAdADcAWwBeAF8AbQBYADwAQgBZAGsAigCUAJAAiwCIAIgAjQCGAJAApgDCANsA8gD4APoA9QDhAMQArACeAK0A0QDhANgAyACvAKoAkABkADsANQA4ACcADAADAP7//v/l/6b/bf9E/y7/Gv/+/vX++P76/vP+8P7t/uX+9f4Q/yf/Mv86/03/Z/+K/7j/0//z/wsAFgAnACsAKAAkAB4ALgAyACwAIAAZACIAMAAtABYA8v/U/7//w//T//H/DwAZABcACwAEAPv/CgAYAB4AEgAPABUAJgAuADUANwA9ADoAKQAaAAsAEAAlAEEAWwBQADoAKgAmACUADgAPAB0AEQD8/9r/t/+p/6f/qP+y/7b/u/+8/7n/wv/Q/+z/BAAhADsARQBhAJEAvQDcAN0AywDFAMwA2wDvAPoABgEFAeQAvQChAJEAmACNAG4ATwA5ACcAKgAlADMAQgBIADgADQD9/w4AGgAmAC4AMAA7AC4AJgA1ADsAPAA8ADcALgA3AEYAVQBZAFYAUABCADMAJgAYABgAEQADAPD/0f+8/5v/d/9d/0v/Mv8e/w3/Gf8+/1z/df+H/4z/mP+q/7n/0f/9/ygATQBkAHAAhACdAK0AxADaANkA0wDFALkArgCRAHUAZQBIADMADwDd/77/sf+x/6v/pP+j/6L/qP+3/8X/y//F/9H/7P8KABQADQAaADcASQBLAEEAPQBGAEwATABVAGIAegCQAHwAUgAwAB4AGAAKAO3/0P+2/53/ev9Y/zb/Kf8y/yv/Gf8M/wb/Nf9m/3n/iP+n/6v/m/+t/+D/GwBXAHUAdAB5AIgAmgCfAKcAqgCvAKIAhABnAFgAVQBRADcACwDO/5v/h/+R/5//vP/P/9H/yv/A/7P/rP+v/8T/z//Q/8T/x//c//H//v/+/+j/4//Y/87/1v/r/wgAIQAsACsAGQD7/+n/5P/d/9X/wv+k/43/dv9j/1f/Tv9F/zD/IP8S/wP/C/8i/1P/f/+G/3H/av9+/6T/zv/w/wkAKwBHAFQAVgBTAGkAiACNAHgAWgBHAEcARAA6ACgAGQACANv/wf/A/9z/BAAMAPf/1//D/8b/zf/V/9D/2f/1/////v/o/+X/9f8AAO3/x/+1/8L/3P/v//3/AwAGAAUA+v/o/9z/0f+6/6b/jP91/2r/av9s/2n/T/8w/xb/Bv/6/gD/CP8T/yX/NP9E/1//hP+j/7b/uv+9/9L/7f8QAD8AYwB9AIMAgQCFAIwAkACNAHgAbgBmAFcAQgA1ADQANwAxACgAGwAaAC0ARwBSAFgAUQBIAE4AXwBxAH0AiQCWAJIAfQBkAFwAXgBaAEwANwAoACIALwArACMAJQAiAAoA4/+4/6P/nv+e/5H/g/92/2D/Sf8s/xP/Bf/1/ur+4/7r/v3+Gf82/03/YP9l/2z/cP99/6r/0P/z/xQALgBLAFgAWwBfAF4AUAA5AC0AJAAoADIALwAoAB8AGgAPAA4AIABBAF4AaQBwAHkAfwCOAKIArQC5AMAAwADGANwA4wDlANwAygC6AKAAkACXAJ8ArgCtAJoAfwBoAFkATQA1ACAADAD+//b/8P/r/+b/4//b/8L/p/+N/3D/bP9q/3r/hv+J/43/jf+T/6D/o/+t/7D/vf/N/+X/BAAWACUANAA3ADMAJAAEAO//6P/o/+7/8v/q/+r/7v/0//v/CQAkAC0ANABAAE8AaQCBAI4AlwCWAKEAqwCwAK4ApwCsAKkAjwCEAIcAjgCeAJwAmgCdAJYAkwCOAJcAlQCMAHsAaQBZAE4ATABSAE4AQwAsABsADwALABEA///z/+j/5f/a/9f/6f/6//r/6//S/8L/uP/G/9T/7v8CAAAAAAD8//b/9P/l/+H/0P/E/6P/m/+i/7L/2P/l/9//4v/W/97/5//9/xAAJgA8AEAAQABFAFQAdACBAIYAfAByAGQAXwB4AIgAjwCKAH8AfAB0AHAAdwB7AHMAXABMAD0ARABSAFUAXABTAD8AKAAPAA0AFgAjACMAFgACAPv//v///wkACAD///z/8f/n/+X/6P/v/+n/4P/P/8f/uv+1/7X/qf+N/3P/T/8w/xz/EP8M/wL/9f7v/uz+9v4A/w3/Gv8e/yH/K/9F/2T/gP+s/8r/4f/s//L/9//x/+7//P8SABwAHQAaABQAFAAVABEACAD6//f/8f/k/9z/3f/r//P/7P/i/9X/y//L/9n/5P/s/+j/5//t//n/CwAWABAAEgAVABMAEgAgADsAVQBmAGgAYQBKAC8AIAARAAUA9//b/7n/k/9y/1P/Qf8s/xb/BP/6/gD/DP8P/xT/FP8T/xP/GP8o/zn/Uv90/5H/nf+W/47/kv+d/6n/tP+//8r/zP/R/9L/1f/b/+D/4P/c/9r/4//k/+D/4v/m//L/7P/d/9P/0P/Q/83/v/+6/7z/w//Q/9//9v8UACQALQAyACwALgBDAGoAjQCkAK4AnwCNAHoAbABrAFwARAAqABMABQDz/9//yf+5/6n/jP97/3X/f/+N/5n/pP+k/5z/mP+S/5L/nP+x/8T/1P/X/9j/3v/o//P//P/+//L/5//m/+v/+f8IABcAGwANAAIA9//0//T/7v/o/+b/4f/S/8b/xf/H/8f/wP++/8P/xf/J/9P/3//r//L/+/8HABgAKQA/AFEAWwBcAFwAWgBkAHIAfgCEAHQAXQBCACsAHgAXAA4AAQD7//v/8P/t//D/9f/0/+j/3v/Y/+H//f8XAC4ANQAvACwAIQAgACoAMQA3ADsAPwA/ADUANQAzACYAGwARAAsADAAHAAsACwACAPT/4v/V/8//zP/M/9L/4v/t//T/7v/j/97/3v/g/+3/AgAZACcANAA8AEYASgBJAEQAOAAzADsAQwBQAFMASAA4AB8AAADk/9b/x//F/9D/1f/a/97/3v/k/+v/9f8AAAYAEQAoAEoAawCEAJMAlQCRAIEAfwCMAKMAtgDCAL4AsQCmAJ0AkgCIAHUAXABAACcAHAAiACsALgAfAPj/1f+6/6r/sv/J/9//8//3/+7/7P/y////DAAMAAkABAD//wIAEwAoADsAQQA2ABwABwAAAAQADAAUABcAEgACAO3/2f/P/8b/u/+r/6b/of+k/7f/z//g//f/AQACAAUAEQAuAFIAcACHAJcAowCsAK8AtwDEANEA1ADOAMAArgCVAIYAfAB6AHwAdgBrAFoASgA7ACkAGAAFAPX/6//q/+3/BAAdABsACQDw/8//xP/S//L/FgAuADMAMgAlABkAEAAMAAsADgALAAkADAAQABcADgD7/93/v/+p/6P/qv+4/7//vv+x/5j/e/9u/3n/mP+5/9D/2f/e/+P/6P/1/wsAIAA3AEUAUQBbAGQAeACIAI0AhwB4AG4AawBvAHMAeAB1AGcAUwA6ACIADwAAAP3/+//4//P/6f/f/9H/y//G/8T/xP/F/8j/zP/R/9z/5//w//b/7v/h/+H/5//2/wMAEAAZABkAEQAHAAEABgAMAA8ADAAGAAUA/P/3//b/6P/b/8z/u/+5/73/xf/N/8z/yf/D/73/uf/D/9P/5v/7/wQAAwAFAA8AHQAlACQAIQAjACEAJAAoACgALAAqABwADQAEAAIABQD+//X/7f/n/+H/1P/L/8H/u/+z/6n/pv+i/5T/lP+a/57/oP+c/5n/mv+c/57/o/+n/67/sv+y/7H/q/+s/7X/wv/N/9L/2v/h/+L/4//m/+v/9P/5//3/AAACAAMAAQABAAUACQAJAP7/+f/6////CgAPAA0ACAD///j/8f/x//n/AQACAAYAAwD6//X/+/8EAAkACQAHAAMABgAIAA8AFwAaABoAFAANAAcAAAD7//3//f/5/+//5P/d/9r/1//X/9D/wf+w/6T/mv+V/5r/ov+o/6D/kv+H/4f/i/+S/5r/oP+l/63/t//K/9z/5v/x//v//v8AAAIADQAbACEAJwApACIAFwAUAA8ACgAEAAAA/f/5//X/8f/x//H/7P/j/9P/xP+7/7n/wP/J/9X/4P/h/+L/4//g/97/5//1/wQAFgAfACIAKQAtAC8AJwAgABoAGgAcABwAIgAiABgAEAAEAPb/7v/r/+n/5v/f/9f/1v/V/8//yv/F/73/v//F/8r/1P/f/+X/8v/7////BgAQABsAKQA0AD8ARQBGAEsAVQBZAFsAXwBfAF4AWABSAFMAVgBVAE4ARwA7AC4AJwAiACAAGgARAAIA/v/6//f/+f/8////AAD7//n/+v/5//n//v8CAAUACgAMAAsADAAHAP7//P8CAAcACwAOABcAGAAUABQADwAMAAkABgAEAAgACQAEAP//+P/w/+j/4f/e/+T/6v/r/+v/7//x//L/7P/r//H/+v8DAAwAFgAhACUAIQAgACEAJQAqADIAPABDAEUARAA8ADsANwAyACsAJgAhAB0AGQAYABoAFwARAAkAAQD8////AgAFAAoABgD///j/9f/3//7/AgAIAAUA///7//v/+//9/wAAAAABAAcADAAOABAADQAMAAgAAgAAAP3//v8CAAAA/v/6//L/6P/h/9//4P/g/+P/6P/s/+z/5v/m/+X/6P/q//L/9f/6////BAAIAAgACwAOABAAFgAdACQAKgAsAC8ALwAsACoAKAAjACEAJwAtACkAJgAlACEAGAAPABEAFQAYABsAFwAZACIAIwAhACAAIQAkACQAKAAtADUAPAA+ADsANgA0ADUAPABGAEoASABEAD0ANwA0ADEANQA3ADYANgA0ACsAIwAZABAACAACAAMABAAHAAgABgACAAAA/f/7//r//P/9/wIACQAPABAAEwAWABQAEwAOAAwACwANAA0AEgARAA4ACAAGAP///f/2//L/8//v/+z/6//r/+f/4v/c/9v/3P/c/9j/1f/T/9P/0v/S/9b/3v/o/+v/8f/3//z/AAAKABEAGgAeABwAGwAZABoAHwAhAB4AGQAMAAYAAwAAAAIA/P/x/+v/4f/W/83/y//N/83/x//D/7j/s/+y/7D/tP+7/8P/yP/O/87/0v/Q/9P/2f/h/+X/6f/s/+3/8v/1//X/+P/7//r/+v/5//X/9P/y//D/7P/m/+X/5P/g/+D/3v/Z/9f/0f/R/87/zP/K/8//zv/Q/9L/0v/U/9b/1v/Y/9r/3f/m/+7/9f/9/wIABgALAA8AEAAXABoAHwAfABwAGQAYABcAEwAKAAYAAAD5//D/6v/k/9z/1P/O/8j/xf/B/7//v/+9/8L/xP/B/8P/wv/C/8L/yf/P/9D/1P/Z/9b/1f/U/9b/2v/e/+P/5//p/+z/8P/y/+//7v/q/+v/6f/q/+n/6P/p/+j/5v/i/9z/2v/Z/9j/2P/c/9z/4v/m/+n/6P/q/+z/7v/0////BgASABgAIwAnACYAKAAqACsANQA+AEUASQBKAEoARgBBAD0AOAAyADAAMQAxACwAKQAkAB4AFgAPAAcABAAGAAgABwAJAAoADAAKAAQAAgACAAAABAAJAAgACAAJAAoADwAUABsAIAAjACIAIQAhACAAIgAkACAAHQAZAA8ACAAEAPz//P/4//X/8v/x//D/7//x//H/8//y//D/6//q/+z/8P/0//r/AgAJAA8AEwATABIAEQAQABQAFwAcAB0AHwAgAB4AHAAcABkAGAAWABAAEAARAAoABAAAAPj/7f/m/+D/2P/T/8z/yP/F/8H/u/+2/7H/sf+0/7b/u//C/8j/yv/N/83/0v/a/93/4v/o/+v/8P/0//X/+P/4//f/9v/0//L/7P/n/+n/6f/l/9//2f/W/9X/0v/S/9X/2P/b/9f/1//X/9n/2v/g/+T/5v/q/+z/8//5//n//v8EAAgAEAAVABUAFwAWABUAGAAdAB4AHAAbAB0AGQAUABkAGAAWABIADgAHAAIAAAD///7/9v/u/+7/5P/i/+P/3//d/9v/2f/Z/9r/2v/e/+H/5f/r/+//+P8BAAYABwAKAAgABQAEAAUABwAKAAgABQD///7/+//3//X/7v/n/+b/4//h/+f/6v/s//L/8//t/+z/7f/v//P/+P/9//3//v8AAP3//v///////f/9/wAAAgACAAIABAAFAAoADAAPAA8ADQAJAAoADQANAAsACgANAAgABQAAAP7/+//5//b/8f/u/+r/6//u/+//8P/w//D/7v/q/+//7v/y//P/+v8AAP7/AAAFAAMACQANAAoADQAMABIAEQAMAAsACAADAP///f8BAP7/BAAFAAEAAAD//wAABQAGAAgACAALAA8AEwAVABMAFgAYABUAEgASABQAHAAeACEAJAAjACUAIwAnAC4AMgAzADIANgA6ADgANgAxADEAMAAuACwAKgAkACYAJAAhACMAIQAjACQAIgAiACMAIAAiACIAJQAnACcAKgAuACsALgAvACwAKwAkACAAIAAfAB8AIAAcABsAGgAXABMAFQAPAA8AFQAWABQAFAAUAA8ADQALAAkACgAFAAAA/f/+//7////+//3//v8AAAAAAQAEAAUABgALAA0AEAAUABgAFQAWABYAGwAdABkAGQAXABgAFgAQABAAEAAPABUAFAAPAAcABAABAAUACgALAAwADQAKAAcABwADAAYABQAIAAcACwALAAsADAARAA4ADwAHAAAA/v/8//3/AAAGAAsACQAEAP7/AwAHAAoACQAIAAoADwAUABYAEAAHAPr/8//1//z/BAAFAAkAGAArACkAFAACAOv/6P/6/wwAFwASAAEAAwAHAB0AIgAPAOr/2P8NAG8AsQCSACsAz/+w/8b/8f8JABYAJQAZAP7/3v/z/wsAHQAuADAAMQATAMD/x/8kAGAAbwBGAAMA4//c//b/EgATAAoA1//R/8j/2//p/8n/wv++/8//8f8mAF4AWwBAABgAIwA4AAgAuf+c/6j/z//8//b/vP+T/4P/0f8yAAUAuv9+/4b/rv/o/wAABwAZAD0AOwAkACcAGgDz/6r/Wf9B/zz/h//7/2sAqwCkAFUA6/+K/1n/VP9x/43/uP8eAGYAbgALAG//Hf9l/+3/igDXAL8AZgAOAO//+f/6/8//Uf/l/vD+Rv/N/zoAagB0AFoAMwDz/8z/6P8uAFMAHwCu/1H/Z//6/4EAfwDu/y//+f5U/xAAegBcALP/C/+r/sT+Tf8HAKgApQAZAFT/xv7K/iz/h/+9/8j/1//o/8n/fP8k//f+Dv8//4v/7P9NAKgAwQCnAHsALwDM/4H/av+z/0wA4AA1AUUBIwHJADcA0//A/+z/LwBSAEkAUACRAAkBWQGcAWcBIQHzALAAkAA9ACMAVwCMAPkAbAE4AaYA5/9q/8D/EgCCAFQAo/91/+n/MgEYApUCpgLDArgCqALgAr0CpAJaAnsB1ABb/yT+tf2+/Wb9L/yG+aL2dPWh+Ff/qwZHByQB2vfF8vX0V/kD+wH9FQDzAZ8DKAJPAhoE4gbOBsYErQFlAEkCEgbxCAIIJgQDAEv8KPzM+z78bf4d/70Axv/5/hb/pwEBBS8FOQJU/l39jwG+BcoIUAgTB7IF+AMbAgX/7/yA/MP8V/y2/E38hPw0/d391P0g/m79CP2p/dT92v7gAeUE5gYJCC0HJQYLBSoFegRjBOYDXQP5AuMBGgEiAfEAiwHvAAX/d/0P+975dvoA/Fj/8QG9AVwCswGtAP0Arf93ATIDfwPCA0kDwwGWAhACgAGp/wr+8Puv+wH7ifoE+5b9cP+b/0X9vPpK+RL5F/oK+uz5vvlM+Mz3O/hh+Kr5U/d49NLy0vGr8gT2KfkX/koBuAAn/nP6WPsK/0QBXwLfAI4AzAHiAOsAqf/V/3YADf/l/NH6BPoz/L/9IACLAfcBTQFMAGYAQwFzApgDdASkBLUFLgV3BA0EzANgBYkF/gROBNwDCQQoBOQDmwQMBaUF1AQHBWgF3wYSCKwGVAbJBfAFcwfQBs8G8Qa3BdcFDgWtA+IDKwOHAwwE8wIeAuoAPgClAfUBBAP0ASMB4wBMAT8BEgGq/2D/Qv83ACj/Rv3c+mr5Ivi+93b2WvXA9U/1hPQi9BD0UfQF9XP1gfU+8xTxj+1s7Y7v/vLO83j4X/ocAWMItgX7A2AA3//RA+YDpgP/BMIE2Qc+BkkExgFI/z3/b/0M+kX5qvjr+sj+IALNAyADrgFOAfgBJQRFBjAH+QiJCVYKlwtvDPgMrgyTC6cJCAfbBn0G+gdACh8KSQp4CkwIHweyBDQCEAHFAh0EQQUOBicFjQVBBFsEPAOaAn8CjwNFBOgFbQXnBX0GQgbJBC0EAAG8/xH+0fu/+rD5uPlu/PX8K/zU+aL2Y/WC8nLyCfFk74bvU/Er8afyOvDL76Dwf+5g7cXrkuqD7ZnvKu/q7BbsdutQ8QL9GQOUCf8JMAN9AuMCJAS7CUEKhwq1C9AM9wm3BkYFGQX0Avz+lvjl9FT2W/zr/zkDEAJzAV4A/ADe/0cCbAd4CnUNvw8wDWMO9w7wD/APkA49DJ8JkQohC/YMTg9yDiUMOAtmCS4H6gQMBQUEqAWTBUgDigMhBFYEAwbbBO8EUARMA3EDzgMOBgMKsAuKCsEHOQRTBLYE5AV5A8QAvP0u+zP6OvsL+kb7wvnZ9/X0q+/57JLqGOsF7qPuEPAa8d3wQfNN8eDukuvH6kDqd+2S7xbwVO/y7WbrBuvi6M7rwe8Y90sAEwODAzT/nwAKArQEcgSiAygFUweABcAFFQLQAk4DzQHBAM7+cfrw+xX8zQDIA9ID4wKvA30DkQWVCCAJFQyTDEMNYA5CDtkPGREeES8PMgxiCo8KGA1ODrwO5Q2kC/wJ8gjzCEkKJAqnCyMLhQv/CXoIggcKCdUI0weoBpUEEwQKBUQELQW6BeoFAQa1BCAEAwN9A/cDtAJD/+L9nPsW/hL/Cv5P/JT5rvYe9kXzPfHi77zvAfBv79PtQuxG657q4etm6lfrgemu6UPrNeyA6tDr4+eR57jn7uf46bjwv/NP+o0CHgE/BVEEUwWaB/MHFQdfCVEJTQ5yDNINVQogB1wGZgPJ/37+CfyT+3z+J//2AbkCmAJzAWIB0/8xA1UFCwm1DL0N0Q+rEAESHRNUFBsThhJgEm0SLhXsFK4UlROAEcQPpA2YDEsMngs4C+AGUQXHAmMC5AR4BcQGwQaPBF4EkgMmA3gDSgObA60D4gLtAYUBrwBxAecA5v7e/JP6NvlH+477/fvJ+a315/Ii8a3u5e3V7Cfrievj6Z3o8+hL6efpYeuE6AjnzOSV5G3lZ+eS57PnFeh26Knozezu7O70zvkQ/nkE0gEdAkUCbALSBuEJHws6DhcNLg7DC0gKqghVBawCnv87/Pj7p/2JAHQEUQYSBfcCvAHNATUEfgY9Ce8LAQ+AEScSBRIfE4ESjhLoElMRhRFxEzsSNRXFFFITeBO9EBwPQw2ZCi8JaAhICX0JRAmOB7sFwAVmBVsE/QMxAuwAygIeAysGIQj9Bz4IKgbRA7YBCQBD/qn9Cf0b/Nf8BvzB/Db8+/j+9l7yPfCC793t7O1V7Wbrmezy6xLsEOzB6mXotOcU5T3kkeU95vHn8+nj5xrn++Uy5NflCehc59vu6PGn9lP/1P3pAGcBxQF/BP0GhQe0CskKrQ0eDFINJwx+CxwLTgihBO0A9v/p/8EBtgQEBDQERwSoArEEgAVdB7QIwAnfCtgMyg1uECYSsRP7ExwToRDPERwS5RMnF5QWrRZYFk4UghOiESwQkQ85D+EO1A6iC1YKmAiDBzAIDQcgBowDwQJKAXwAhALGAhwDzgNQAQ0AfADY/ooAAQAl/U373/iI90/41/cB+BH2Z/PJ8dXua+577avsYexa6yPqgemk6ADnyOcH5+jmWOZ25RTk1uSQ43PkveWi5fXmn+d25ijrvu0e87X7Dvyt/8f/8wDUA/QGDgjyCuoK/gzgDDQOPA3iDIkMVQoACIEFuAOOAzoFSwYaB0sGoAT0A4YDywP9BIAFpghDCjoMMQ1uDp0ONhHQEmUTlhOfEwwTnxWdFhwXQBgxF/IVIRYmFbcUIxQqFBoTRBJqD7MMbgsJCskKbAm6CD0GuQT+ArMBdAGmAPIADADz/rj99Ptp/JH7b/zB+0r7t/rD+J74Qvc09mv2GPS68xLy0O/17tvsruz062TraOok6W3nF+e25UDmZeZx5gfmqeaH5MXlFuWs5M3lAeQp5QTnuOnK7y/1CPmU/Dn82f3T/lMAXQPSBCgHKAknCtwLYAwpDWANswyQC44IFgc2BsoFjgcVCEcJpwnBCUcJ6gglCP8GwQfLB8IIfwoJCw4NiA78D2QRKRFoEF8PEQ83DzQQHhF4EiMTWhODE2YTQxPXE+kSnRLVEHQOqw07DXMNUw7+DRoNewuyCFUHpwUQBC8DrQFJAIj/4P7d/kT+XP0Z/GD7+flE+Yj4Pfik94L3MPec9qb1/PM28l7xZO+C7/DuDu7p7cXrJOwR6/vql+v36knrLOoY6Wjo+udj5+HnbecJ51bnRef+6P3psOwu71PxmPPZ9Pb1o/eg+Ej6MPwh/fH+BwC4AWYDxQSWBUIGFgabBr4GeAc1CLgIgAlhCrgKigusCy4MPw18DSQO9g1eDcIMSgx/DDsM9AzuDBINjg1bDZwNzQ0KDtYNQQ5SDlsOYQ5ZDh4O3Q3IDX8Njw0KDmsNuA3pDXINxg1WDeUMTgx6CxILbgrrCU0JDwg1B4wFbARoAwECfAGkAOX/h/9+/uL9Mv1N/I77wfrG+Rb5M/hg98D24vU39Z30rPMT8xnyZfH78GTw+e9q7wnvfO407vXtWO3r7HvsFOzA627r++qs6trq1upl6wDsveyG7YXube8r8CXxy/Fr8mPzPPRe9az2wPcN+Tr61Pvv/Gf+p/+HABsCIwNaBOcFMgduCKYJkQqHC7YMtg15Dj4PkQ/dDx0QgxDcEDARoBHxEfwRJhL1EaoRkhGQEZoRDRJWEoYSxRKyEm0STBLdEdkRgRFjERkRnBBZEDQQDRDOD3QP3A5SDq8N3gwnDDILLgo9CSQIBgfjBd8EFwT1At4ByAB3/4f+dv2A/HH7QfoX+d/3r/Zh9T30TPMp8hrx/u/+7iDuRu2k7P7rYOvY6lnqx+kr6cPoNOjJ52/nLucU57vmt+aq5sbmJuek51zoUOkp6inrCez47PrtU+9r8KfxHfOR9On1pPf6+Kb6U/yT/X3/OgGkAr0ETwboB5QJ/QppDMgNzQ7cDx0R6xGAEqgTBxR2FPUU9xRxFV8VlBU1Fh8WUBZpFi0WIhaqFVYV/RRTFPkTchMkE7oSRxIoEroRcRFqEfIQeRD3Dz8PkA68DQUNPwxTC4AKkAmyCPAHygbRBccEmwN8AnkBoACW/6f+yf2L/Gb7Qvru+L/3ffYg9frzv/K48cHw8+8q70Huj+3F7MDrJ+uo6uvpt+lZ6e7oveg66Mznh+cc567myuZ85lXmjOZ75srmceca6AnpauqL67Ps3+3X7v3vZPFi8sLzK/Wl9nD4DPrT+6z9Yf8UAc4CdgTaBasHHQmbCjwMdw31DnEQZhGnEtQTpRSCFTIWJhaPFosWeBaQFlgWIRYdFu4V0RWgFVsVGRXdFKIUbhQaFNETlxMzE7MSRhJkEeoQWhC6D0APkg7uDWkNpAzfCxoLSAqMCbcI7gdOB4kGyQUDBR4ECQPKAaQAlf9y/mT9SPw9+0D6MPk9+Cv3NfYq9SP0IfM68kXxSvBd73bus+317DvsqOsc65XqMurS6YDpD+mD6Dro2+eB5zrnEufq5uDm4+ba5ifnj+dT6DnpX+rX67rst+3b7rjv4PDt8RvzmfQX9qD3fPk3++/8tv58AGkCFQTMBYwHMAnlCmIM0A0qD2EQlBGZEr4TvxRVFSoWdBazFucWqxarFoUWZRZ8Fl0WJBYLFrUVZxU1FagUIxTGE28TLhP/EpISDRKoEQ8RjRAlEG4P2g6JDvQNaQ25DN4LLgtpCrIJ3Aj6BzIHRQZxBXIEdgM/AhwBQgAU/yP+DP3H+9j6vvme+In3UvY19SP0EPMO8iLxPfB376nu3O077Vfsn+sq637q/umI6f/oi+gi6JznMefx5pDmYeYs5jHmMuYD5gDmH+ai5iPnDugZ6ZXq/+v87GTuV+9N8HLxnPID9GX1vfY4+BH6r/tl/Vf/EwFOAy0F2AbNCFMK3gtzDY4O5g/vELkR2hK7E3sUMBW5FV0WvxagFqUWkhahFoYWahZGFhgW4xWRFVoVFRW6FIwUVRRUFO0TbBP5EpwSEhKaEecQRBDOD0QPlQ4tDqcNwAxSDH8Lkwr4Cc0IHwhgBzcGXwUhBAgD/wG3AMX/r/6E/Y38g/tS+hj59/en9rP1yvSi8+Xyz/Hq8CLwJO9p7lfte+y16//qYOq46Trp3uiR6EPo+eeq54XnQecd5+TmpOZ45kDmPuZT5l/maOY05+Ln8ehP6n/rV+2x7p3vAfH38UPzl/TH9a/3Dvl3+m38B/7q/68BXQObBXwHPQnpCpYMYg60DyYRdBKRE3gUTRXmFZAWDxdLF8IX9BfvF5gXbRerF24XThdEF9sWwBZWFu4VoxVPFfwUthSIFCoUshNqE+oSYBL5EWARgxAMEHUPbQ4ADk4Nbgz5CxQLRwqmCYoItgeqBqIFlAQ9A1wCIgHb/+v+uv3O/Mj7rvqQ+W74Wff79f/05fPS8vPx9fAh8E/vZu6f7crs8eso63fqy+lB6a7oG+jf55bnT+dF5xDn5Obe5qfmj+aA5kXmTOZK5lHmtuYM57Pn9egd6sjrWu2i7i/wSvF/8uLzOfWR9vn3fvkQ+7v8Uf4EAAsC+gMIBhEI1Am9C08N4Q6SEL8R1hLvE8kUeBUGFnsWzBZIF3AXcReZF18XLRdbFzUXPBc3F+8WxRZ9FgQWoBUoFc0UYxQbFJkTDBOLEucRaBHfEEcQ2A83D9IOcw7RDWQNzAwTDGkLjAqMCbMIxwe2BtAF5QS7A50CigFFADP/SP4W/Ur8aftN+mf5Tvgy9/v1+PTo89ny6vHt8OLv+O777eDsJewo63Xq1OlF6dnof+g+6Nvn4+e755fnkOdF5xXn5ObP5rfm0Oa35rrm6+YM55bnLOgu6b7qIuwX7n7v1PB48p7zHfW19hv4Z/n6+pb88P19/xYBtgK7BN8GpwirCp4MFQ4JEH8RohLhE8MUlxU+FqMW6RZCF3AXfheAFzkXKRcAF+AWyRabFnwWShYMFtwVlBU8Fc8UdxQCFJYTCBNaEq0R3hAYEG8PsQ49DtwNZw03DcgMZwzVCxwLXQpjCaQItgfJBuoFugTHA70CjwFoAFb/Q/5J/Wn8YPts+mT5T/gz9xX2+fTS8+Xy5PHu8A/w/O4R7hrtDuw762rqvulH6d7ojOhR6Dvo8uff56HnXuc05xHn4ebH5sTmf+at5oXmpub35h7nHujI6EDquOs+7TrvbfAX8kzz3PR39qP3hPnF+kT8Jf5v/ycB0AJjBEIGKwj1CaILig0BD7UQGhIiE0EU/RS0FVoWjhYIFywXJhc9FxIXzxayFlkWMBYjFvIVshV9FTkV9xTEFG0UExS6E1cT/hKbEgIShBHGEBcQkw+xDhgOhg3dDJQM9wuAC/cKUQqgCfUIQghgB64GpwWmBLYDYgJCAQkAwf6W/Yj8Uftp+nj5bfip96b2lfW29J/zyfLr8RLxKvBq74nup+3p7ATsWOu+6hnqrOlN6eboqOh56GToPeg26AXoBOjq573nxudq54/nYOdh58/n2eeS6HTpher+68rtKu+v8I7ykvN29Sf3bvhs+uz7ov1+/xMBnQIqBMMFMwe9CEIKtAs7DbAOJBCfEcMS3hP2FMcVrxY3F6wX9xcYGAMYtxeAF9MWcBYlFqcVgRUdFekUqhRuFDAUwROIEysT7hKvEmES5BFnEcsQJRBTD3YOnw2wDAIMPgtxCrsJCwlACK4HDQdPBtoFKQVpBLwD3QLpAccAtf9n/kr9J/z2+vz53Pjf99/2x/Xg9NLz2/Ig8lnxqfAT8GXvnO4G7kztluwE7Evrweo66sPpVun36K/obOhT6ELoG+gu6CLoRehN6C/oLOjz5yPoC+hS6AfpfOnT6oTsyu3T72HxovK49G721Pfb+X77w/zw/oEAyQFvA8IE6AWQBwQJEQqoCykNbA4hEGkRShK9E54UoRWdFhUXvxcYGEgYVRggGLcXUhfdFmUWARZbFdYUcxTfE5kTRBO8EpcSVRIwEh4S+BGKETERpBD2D1gPeQ6ZDcEMyQv9CjAKVgmGCLkH+gZhBsYFAgVfBLoD0gIjAkEBJAAx/xP+6/zq+7j6m/mv+Ib3g/aH9Vj0e/Oh8rDx+fA58FLvuO7t7RfthOzb6zLr0Opc6uHpw+lx6TPpOukF6d3o4+ig6Ijobugr6CnoCOju5xboO+iH6Anpuumf6hTskO0M7wzxcvIc9AD2o/dj+Qf7l/w0/tn/gAHZAmIEmgUOB14IswkHCy8Mpg0ADz4QXhFpElcTPxROFb4VdBYSFz4X3BcIGNwXzRd/F/IWqxb9FT8VwxT9E3UT8xJcEtgRihElEeIQwRBeEAgQ3Q8/D8kOcQ6eDTwNpgz5C3kLwAoQCkgJmAjGB/cGCwYuBUkEWgOPApEBnQCo/6P+pf2y/Lv71Prm+f/4Ifgu9z32RvVE9Ffze/KW8bDw5e8M7zHulu217B3shuv/6qjqYOon6h/q8enS6djpjel16VrpFun+6MvopOiH6HToYOip6MLoI+kp6rPqPezp7T/vK/HG8kP0TfYT+LD5ivs2/Yj+nADyAXkDCgUMBnUHwQjuCSsLhwyvDfsORBBVEWYScBNhFEYVKha3Fk8Xrhf7FyQYBxjwF4oXLBfHFiw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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxOfZZoR19iYFr1ReC0b", + "response_id": "resp_EWxOfVwAlhEaQIdXw0DaT", + "item_id": "item_EWxOfej3I9UknNmZ0cmpS", + "output_index": 0, + "content_index": 0, + "delta": 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+ } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxOfKM6B8ugyhkXxDX5J", + "response_id": "resp_EWxOfVwAlhEaQIdXw0DaT", + "item_id": "item_EWxOfej3I9UknNmZ0cmpS", + "output_index": 0, + "content_index": 0, + "delta": 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5nfnI+bL5yfn7+fX52vnF+aD5eflX+WD5Zvl5+a35s/my+b/5tfmC+TD58Pij+Fb4K/gb+Aj4JfhU+H343fgt+WT5ufkG+kH6k/rb+hP7T/uU+/b7g/wZ/er9uP50/1sAIQHPAV0C8wJ5AwkEcgTvBG8F0wUZBmkGtQbiBjcHbAeoBwEIPwhgCI4IhghsCEQIGwjhB38HNAcdB94GxgbMBs4G3QblBvIG0wbJBqAGcgZJBgIGzgWIBXAFWAU6BTUFKAUQBd0ExASKBEME9AOmA1sDAAOgAjcC4gFnAfYAfgAMAID/7f6F/gz+rf1N/RP9uPxI/PX7mfs2+9H6k/pI+vv50Pm6+br5iPmh+aX5l/mS+W75Q/nz+NT4ifhG+BX4+/cB+PD3IfhS+HL4i/ir+M346fjP+Pf4/fgN+Q75Kfld+av5Ifqw+lX7/vuq/FX9Df6Z/i7/mv/U/zcAdACwAAQBUAHMAUECwwJbA84DVwTwBD8FjwW+Be0F2wXJBcoFwwXSBfUFGQZDBoUGuQbaBuoGEAcRB/oG8QbOBqoGhgZNBjoGKgYGBhUGCAb4Be8F7QW4BYEFSwXeBH8EJQS/A00D5AKoAlACBQLEAZ0BRQH2ANMAgwAyAOn/ef8w/93+bP4C/rj9Yv0S/cv8rvyK/F/8S/wP/PP7uPtx+yj78fq0+mL6VPoy+hD6EPok+iz6QvpW+nv6fPpp+mj6VvpD+i36L/os+kX6TPpa+kb6cvqD+qH62PoU+1P7dfuw+/n7PPxV/KT80fzu/Br9Y/2k/c39LP6n/vj+c//y/2MAyQAtAY0BxgH2AScCKgJRApoC6AJAA8cDOQSZBBAFfAXHBdUF9wUKBtcFyAXSBc0F2AUSBjgGdwa4BtEG9wYIB/kG7gakBn0GQAbkBbwFiQVNBSIFFwX1BM0EqgSIBCkE4QPHA18D9wKlAnwCIQLEAY8BRgH8AJcATgAQALD/XP/r/n7+EP6S/TP94vyp/C78G/z5+9T7uPt++3L7OvsE++D6w/qD+pj6f/p++pf6sPrJ+tD61/rc+uf63/r7+tz69foV+zD7Kvte+477qfui+5j7wfu5+6T7nvuq+8j77/sh/Hj8xfz1/Cf9NP1E/V79Yf28/df9G/5//tn+Pf+T/+r/MAB8ANcALAF3AcwBGQJmArICCwNlA7gDFARzBKUEBAVRBXcFhAWkBcsFwwXOBekFOwYkBvUF8QXfBa0FgAVkBVsFMAX4BAEF4gTZBL0EbgRUBA8E4APwA54DVQNKA+UCgwJdAtwBjwFDAfsAsgA7ACMAu/9S/z//G/8S/83+uP6a/kX+Ev7w/dH9sf2S/Wn9Tv0f/TT9Jf0t/TD9OP04/Qz9BP0a/Qz9Df0p/SX9Bv3u/MT8rfyP/Fz8Qvwn/A38zvu/+9r72fva+yr8Ofw6/Cz8B/wB/O/77fv4++T76Psr/GP8pPz//Dz9aP2e/fX9B/5H/lf+h/7v/kb/sv8VAGoAlgDCABIBLQFgAaABuwHUAe0BCAJEAo8C1wL1AgUD+gLAAqsCwQK8AuIC3wLMAtkC0QLpAhoDJwMhAyADEAMTA/MCsgKIAo4CdwJvAlICCAKiAUsBOQEnAQoB2ADOAMIAwQC4AJwAXwA0AB0ALAA4AHIApQBrADYA6P+5/8j/JQCBAPwAHgEAAfIA5ADsAA8BagGfAboB7AEdAicCDQLdAZIBDQGwAAAA0v/N/6L/EgCkAMkAvwAEAO7+8/0j/ob/BgESAZ//5vx9+5P7U/y/+2j8jv4m/tL+L/9u//j/mQDUAccCiwMpAr0BSQA0/xf/Gf/V/6AAPwECAswCvAMrAy4CjwHMAOr/DwCpAKUBfQLAAYwBoQETAdIAHwHTAMEAHACq/x3/Xf5U/YT88fuI+6L7H/zt/DX9CP7o/TL88fqg+Lf3ivbF9fn2H/kx+tr7O/3K/e79Vv7Y/tn+kP4C/nb9i/22/Xb+1f+2ANkB+AJ0A28EAwWRBcgFDgYXBu4FvQXDBZ4FwwX6BS8GjwYPB2IHLwgpCP4HdweyBogFkwSUA8MCfgJXAtYCUwNrA3QDPQPCAmACDAJnAZcAEwDO/woAmgBPAcQBdAK/AtgCEgOyAkYC0wHcAEIAqf8Q/6v+Av7O/YH9Mv0x/QD9F/0a/YL8+ftw+yf6gfmh+FT3J/Ya9WD0rfMF83LyzfEa8WnwHfDy77bvsu867xXveu4v7gLuDO1/7IXrC+t562/siO3h7rLwLPO69gb7LwB3BTIJQAtXDOQMCg1xDZkOPA/SDygRQRIbE+wTABR8FH0UKhTNE6QSvg9cDMkI8QXcA98CPwO0A4oEjAVrBtwGkAYGBvgE2AODAp8BkgEJAqwCkgRYB04Krg3PECUTYBTFFD8URRMOEpMQDg+FDUYMVgsFC4EKYQqoCboIqgfMBUYEiAL6ACX/Qf0u+1X5rveR9ir2svUl9Y/0t/Mn81jy9PF58dDwZPC37xXvXO6+7WPtyOyA7DTs8uuF6z3r7+pW6sPpI+lR6IXnPeZd5QPkWeMX5InkEuYD6MHqju9w9lz/Dwe/DYwQ8hCJEWoQEBG5EeoQthDjD2QPUQ8QDxAPWA9BEFoQVRCuDgEL5gYUAjP+TvyB+/L7Jv0//rz/1wF3A1gFhwaUB+AHLAifCMwI1An3Ck0MAA+dEUMV6RcJGuUaMBpoGXIXrBUpE1MQdQ2RCmYIgQaoBZEFHgVtBCsDXgFs/8f9+fxU/NT7c/u9+qf6Ifq9+hX7QvuJ+yP7vfr8+dP4G/iE9yr3qfaV9p31XfTQ88TyAfLN8R/xTPAb7/XtN+zS6vTpPeni6GroPOfS5ezjVOJt4Svh7eBL4mnj1uXr6m7vGvfB/sIG/gzCENwU0hOmFdoVsBR2FYIT+RJ6EdoPMA6bDPgLCAuSCkUJngbDA6sAPP7M/P37gvyP/Ir8+P2C/i0BwwNHBn8JAgtCDQ8O1g7QDyAQmRGBEiwUXxUJFnUWQBVtFLMTThJlEgUQHA4hDNQIbgcuBU4EBgOMAk0CuACuAHn/h/6U/hj+lf4Y/+j/zADGABUBOgD6/oL+nv16/bT8tPtp+sT40vcc96P2JfYe9Sz0q/Hw72fuFe0v7eHsYOzI6/Hqaurr6SzqEumy55zmJuUA5ODj6+Kk4rfiNONe5Xfoa+5B9GX9YgZSDR0UkhaQGFUYFhmvGB0XcBVqEm8PdgwlCasGqgQSBEwEWgQtBFAC3/9V/Vr7D/sZ+1j86P34/roAZAI1BTIILAw5EIoT0xVMFi8WbhUNFMETIxPaEtUSaRJHEcUPFQ7ODN4LXwu8CVMI2QVmA0ABgP84/gn+pP6s/1EBPQJLA60DawSIBWAGNAelBigFHANkAeb/uP4f/qf9H/2F/Mj7RvpE+Sz4C/cy9uX0QPO58XbwvO9z733vOe/v7rDuJO6O7uLuhe6I7pHt8+tC6m3oUuZl5OHig+K/4h/kReW35pnnlOmk7sn0x/7FCA8QgBS1FaoVkxWjFsMWVxWhEkIOJQpUBv8C2QCd/7v/iQDFAaICAAKgAKr+Bv0s/On8Cf41/40BzgM+BhoKwg1CEV8UZhZ9F2QX+xZNFYcTaRHvD7gO5A2oDbcMawuNCtwJ+AiCCP0GngTPAk8BVwB/ANwAjQEOA2wEtwVJB7AIOAllCT0JTgi/BvoFoQO9AfMApP/1/qP92fx8++76jvqI+ZL4hvex9oH1I/Rx8qTxCfD4747vIfBA8Pnv1O887tntke3r7dXte+2v7EfrOOpX6WHoDOfd5VrkCOT94/DkDOa86DLsoPGi+eMCAAz0Ej8XkxjrGXwZARn7FhsTsw7ZCUQGKALb/zH+ef32/c/+gwBBAWQB6wAdALb/DwBmAesC3AMVBnMICwtCDp4RExQ3FsoXuxj+GOoYlRf/FJkS+Q/WDSoM+Qm/B+gF0QRLBJoEAAUQBQAFNwWDBM4EyQSYBB4FbgVCBUkFzwXYBR8G3gY7ByEHugYnBrUEJQM2ATr/6vwz+4P5SPg/9yr2Jfb89b719fW89on2E/Yk9V3z6/CU76zu0u3k7XXt6Oyb7FrsXeyp7MXsJexq6xHqJ+hg5gLlt+OE45nkeuVI5+DprO3P8nX7XARaDNETZxc8GY0ZfRp4GEwWAxLYDCAH8gIu/+n8t/ty+y/8aP1X/1cBWAJ2AkgCTQKkAgwEgAWABrwH/AiiC94O/BESFXQXwBgbGSEZnRddFVYS9g6eCzAJDQeqBVgErAMPBF8FsgbCB2AI7QeXB54G7QVjBOMD2ANzBJ4F2AbwB9wHTQj4B9IHjAfxBVoEEQKo/5X9b/yV+tn5pfld+ez4O/mB+ZT48vja90X3Qfa59cL0ufL78K/uhO1z7Lbswuzk7CLtCO0y7d3s3+wY7V3t3uwb7Irq1Ojz5uHlWeUI5eDlIeYY6S/tyPPB/N8GYg/EFB0ZShooG5camRl7FVIQ9goMBfH/pPxq+1n6fvos+6P8BP4+AKsBcgIhA3YE4QX1BoUI/gmtCg8M8w34D/0RIBSeFeEVchb5FdkUExP5EF8OyQu4CeAHpAWbA5gC7QEfAuUCqQP7A10F6gYICBMJJgqUCSIJXgi+BwIHXQZhBVwEgwPMAqQCLgJeAb8ARwAe//L9Of0R/Pz66/qL+tn5dfkM+fL3SPcG91z2/fVw9aH0nPO18h7xP/Df7vbt9ez66w3rhuqc6rjqjuvZ7Iftge2z7OrqyOkj6APnU+Yg5snlN+ix7EPzrfwTCCIQfxWGGW0ajxnsGI8XgBNTDq8IkQIn/RH6Pvls+WP6PvwG/rX/TAHhAswDYwS8BRcHDgjmCHUK4AvlDHsOJhDxERwUxxUrFhoW0RVlFDsS5A9eDZEKCAjfBcwDCwJ+Ae0BegOGBccHJQnCCR0KIgpfCYEIDgiCBtwEHQRHBGYEvAUMB08HRAfpBmoFcwNTAUP/cP3L+5H6rPlb+d74e/lA+qX6LPs1+336S/nW9/T1JPRa8gDxVO8K7vrsZ+wO7D3s8+xV7eztje657l3uie337JTrF+rs6Cbn5OU45a/kOeQW5vHod+3/9Kv+NggZEZEW1xjQGZ8ZURjCFsETqQ3bBlUAq/qs99D3APml+gX9tf+KAb8DawVMBrYGggd2CEEJqQkbCtkKzQsNDSYPHxE4EwoVoxU6FdoUCBS5EVcPPg0NC7kIaAfVBTwEpQPuA1UEjwVrB3EI1Qh1CaAJrwkBCioK8gnfCJAHFwYQBbwD7AKHApMCOgJuApgBeQCr/2D/p/7E/bD9wvxi+036tvny+Gf4NvhS93f2h/WV9D/z8vHb8Crwsu8f78fuGe4/7XbssOwJ7NzrBuzL65brkut56yXrlOoZ6vno2efV5h3m8uaX6aHvHffI/xQJAhCZFAwXKBnCGGkYQRbhEa8LqwVK/4L6lPiI+MX5kPua/ZD/tAEGA+oD3gTiBS0HZwhTCZoJ0wmvCs8LGw7mEA0TIRS6FNkUfRQTFFkTrhEEENINNgswCSsHKAX+A50D/gM0BbsGNwiTCcsKLgu3Cq0JVwgnB8sFOwSPAlUBtgC2AIQBbgPoBG8FRAUGBCQCBAAl/hT82voX+mD5Ffka+Rn5IPnL+FP4s/fo9t717/QR89Dw3e5k7YvsI+ws7Orrrusj7KjsHO3+7abu3e567nbt/+vM6W3oA+fs5Qzla+S45V3oFu6m9mEBZwt6ElAX7BivGVQZNhgIFUkQdApdA/j8oPjj9gr30PgO+xr+2ADQA/AFxQYrB8cHhgj9CPoJjAo5Ck0Kagv2DGgPvhIhFc8VpBWCFbsU9xP5EhsRHA58CwEJbAbDBMMDvQOtBKQFGAfmB3cIiQhwCFEIwAecB1AHWQbfBeMEQARZA/gCVwLOATcC9wGgASQBdAD4//j+OP5o/e78qPzo+xj77Pnb+HL3V/Zd9eH0lPTY84TyMfHw767uJe7o7dPtF+7U7UDtA+2V7E/sbuyW7DXsJusC6hvou+ZU5vLlAeYT597ouOt58Nf3MQCsCS0QFxRPF7gXgRcXFu4TVA/DCYMEY/54+kD5bfkZ+kf7Hf0+/8wBeARPBnEHLAixCNsIwAgnCTcKaAsdDRIPdBGwE+AVgBc9F1oW+xSQEk4QPA4UDAAKmwjBB6MGtAb5B7sIFgolCwsLbwrVCYgIVQfABtsGswb1BZwE4QL2AVEBggHsAQ8C0wEbAtABpQEYArkBXgCz/gv9JPsY+h75u/ht+AP43ve596P3Rffa9v/10/P58arvz+247JPrCeuS6oPquOob6/zr3uzQ7WTuK+4O7YbrP+nF54zmk+Ur5Ufl8OaG6dHvi/ePAFcKfRCwFI4W4BdjF/gVWhO6DigJ0AMs/rX6uPm8+SX70fz3/mUBNwTrBQkHvAfMB9oHPwieCPgIlgkCC28MfA4qEZ0TmhUOF0oXIhd0FksVGxOvECEOpgs2CrYIKQfyBrAGSwcjCOAIxAkBCo0K4QmtCAAIfAaVBY4EfAPrAjkCdgKiAjwDeARoBGoEaAMoAiwBnv/M/V/8zfrf+ZP5ivns+ZX5TflG+L72DfYp9S/0vfLF8CXvNe2L7ALsD+yA7GDsoOxY7E/sY+xj7IzsG+zR63DqEunn56zmQOaP5WjlseV+543rtvG2+nsE1wwKEsQUtRVgFm8V1RPlEEsLkgXP/3f7Ivl1+UX7ZPyS/uUAGwOWBboGCAfsBqoGDgdlB28IcwkBC6IMTw6aEPYSZhUfF8gXuBeHFoQVzBNTEfkOSAwVCpEIrwchB4gHfQi7CeIKpws+DL0LDQsrCpMIZgdxBhkFCARQA/8ChgNdBOUE6QRjBRAFPAR3A0sBE/9u/Uz7lPqq+t366PoR+5j6ufnZ+Jb3YfY59bj0yPMC88PxMvAM71PuCe7D7Rntf+xQ60Pq9emF6frp3elS6nPqZOlM6dvn4eYo5h7l3uRI5Z3nd+sd8l/71AN2DB8RWhNcFTgUBxT6EY8OmQotBdQAPf3c+538L/7g/2sB9QILBOoEngVYBdsEtwSQBEMFaQZTCLwKBw2tDyUSZhTJFusXRRisF5cWJhU0ExARzw4GDaMLmgqeClsKvQqyCwsMUgxeDHYLaAqyCCIHhwWdBK4EQAQQBA0EEARcBJ8EbgVyBYUFqgRuAzgCngBS/zD+qfy1+0D74/pj+gv6GPkV+N/25vWi9S31lfTE8x/yWvD87tLt/exx7DLse+sJ6+bqner46kDrnuuC65bqOumO5xrmg+Qc5ELjWeOg5BPnpux882j92AW1C5gQEREXEnYSBxLEENkNigksBR4B/P6j/mz/vgB/AS8CiwJAA4ADXwNYAxsDEgRkBGEFCQdDCMgKjg3GD8gS1xShFpoX5xd1F1oWHxVtE34RrA8eDvwM4gs+C7wKnAoRC6kKxAocCtwIDAjxBisGsAWYBccFaAX4BdcFJgawBlMGfwaVBUoFtwSMA68C3wC//wP+8vxa/Hv7DPup+oD5s/j39x/3WvYM9q71pfTH8xnyovBs74juHe547QLtU+z067jrjOtT663qEuo66SLoQefu5dHk5uN14z3kpORW56zqYO9z9uT9TQXMCkwNHQ8sD6MPvw9TDtIMAAlvBZYCkgCKAPQA0QG4Ap8CXAOTA6YDKQTaA/YD8wNrBMAEmQWNB/sIfgv/DaQQVBPLFEEW2RZCFuUV1xSjE/QRSRDyDs0N3gx+DGcMYAxsDO4LYAuGCssIwwc9BtkEwwNOA3oDJgN5A5QDpwNiBPsEpAXZBZ8FdARTAz8C0gDh/1D/AP45/cr8D/yj+xz7DfpR+Ur4Yfdl9pb1XvQo8+PxKfBP75juy+197Sftb+zw67Tr1uoJ6qPp2+gl6Irn+OZA5j3mI+aV5q3mj+e06UDsf/LY+Mb/cgbCCRYMywwDDiAOCA8cDsIL6wh9BUMDTQJ9AjwDEATyBBwFLwUVBcEE9ANiA/YCkwJkArcCwQOOBQgIDwtPDvsQ4xKqFMQVPhbpFZQVlRRCEz0SYBH4EDAQlA+5D5sPMA/zDpQNqQtuCSsH6gWlBKMDgQM+Ay8D+QI8AxsDTwP6Ah8DGQMmAj8CVwG4AHUAx/8gAPf/BAABAKH/jv6I/er7bPpL+bn3afY89RP0FvOR8rXx2/BO8ObuWu437Rfsvevy6svqXeoV6ujpW+lI6YnoD+iU5+Tmv+Z15pPmRefC6HfsjPHn97H+vwNWB9II7wk/CxIMMA2/DCoLOQmDBrQFVwUGBhkH1gdvCBwIuQdSBxUGTAU0BHsDDQOWAvgCigO2BGoGiggPC+wMSg5bD34PkQ+mD+4P/w+ZD3oPFg/YDt8O+g5XD4UPZw/8DhkO8Ax+CygK6ghvB6YGGgabBUQFoQTAA+sCGQKSAVsB+ABuAA8AYf/3/u3+sf6P/j/+1v2v/U795/yK/Ov7oPtL+wv71vqE+in6XPmn+Nj35Pb+9er0nvOU8qDx4/Bi8OHvTu+o7kjuD+7w7eHt1+2k7UbtwOwg7Hzr5+oB6/jrJ+4c8e30QPiF+nX8Tv3N/uD/AwHmAf4B9wHaARACxwKnA7oExwWeBk4HDQhzCMsI1AjTCPoIBwn4CDQJJAlQCUwJTwmJCYsJ5AmSChELsQsFDEYMBwzVC2oL8Aq7CowKawqaCo8KpwrTCs8K6AoHCysLUwtKCwULyApyCjMK1wlZCa8I7gcFB1UGhwXSBAAEeAMMA9ECpgJMAsgBGgF5AOr/ff83/9v+i/7+/U/9lPwS/J/7GPut+uz5G/mh+P33w/d09/72T/Z69b30DvR088ryH/J38d/wZPDv72Lv5O5E7qPtI+2E7FTsU+ye7FbtR+6h77/wwPGo8m/zFfTG9Ir1afY69xD4G/kT+vn6J/yL/dD+VAD8AZkD+AQRBhUHAAi4CLIJhQolC+kLlgw2DdANGQ6FDu0OVA+lD/APJRAcEOcPqQ9dDwoPzg6oDnkONw4VDggOBQ4RDh4OMg79Db0Njg0xDdkMhgwjDMcLYAvvCk0KhAmpCPcHXAfNBlwGzgUpBXoEtwPoAhwCTQF7AKv/2/76/Qv9K/xB+3T6xfk1+Z/4/fdb9332kPXS9PfzI/M88lXxafCA77/uJu6B7eHsZez264PrFeuo6jbqzul46U3pH+kS6XjpBOop65Dsyu0R7wfw+vDc8fvyOfRp9dz2aviv+RP7ffy8/WX/RAEuA9kEdgbtBwMJAArPCqILjgxeDV8OHg/RD2QQ3RAXETcRJRFEES4RGxEjEQ4R7BC4EG8QLBDYD5IPPw8qDz4PTQ9wD3MPVg8TD70OaA7yDX0NJA2vDDMMsQvxClsKmQnBCBkIXwe/BkMGnQUDBUQEagOeAr8B8wAmAEv/Wf5d/VX8aft++pP53Pge+IT31fYp9nT1pvT48wTzUvLd8UTx7vCH8Ajwcu/a7k/ute0k7aDsMOy863DrAuu26mvqHeoM6jHqr+pe68/sBu5C76LwQ/EX8vTy8PMG9Un2kvcs+YT66vto/db+bwAoAusDpQUeB10IdwlTChQL1At2DFINEQ7PDoUP9Q9JEJQQyhCzELQQgRBQEC4QFRAAENkPpg+ED2QPSA9TDyYPBg8cDwoP8A7CDmcO/w2VDR8NtwxIDNILaAv6CnUKywkkCYYI7AdgB8cGIQZ7Bc4EEgRTA34CuQHfABIAOP9I/nX9i/ya+8j68vlH+av4HPiL9+L2GvZZ9Zn05/NI87/yRvLU8VLxy/BA8L3vQe/j7ovuJe6z7TTtzexJ7PLrxuuS63rrkuv965fso+3x7ijwLvHh8YLyGfPP87P0+vUx92X4+/k5+3D8zf1N/wUB2gKZBEUGiQeGCC0JtwlbChELBwwADdUNpQ5ZD8cPCRBMEGAQcxCBEGMQNBD+D84Pnw90D2UPZg+YD7UPxg/vD/UP6g/2D8QPeQ/1Dm0O7A1CDc0MWgzdC0kLtgokCnwJ6AhICMUHJgeEBuIFCQUyBGQDewKWAbMA6P8a/zz+Wv1p/Gf7fPrD+QL5Zvjd9zT3ffbD9f30PfSx8xDzavLV8QLxaPD274zvV+8d78/uUu7i7Vzt3+xx7A3s0Our66freuuD67PrAOzy7BzuQ+/C8JzxN/II88bzjvSZ9cH2zPcT+Wz6xfsx/a3+cQA3AgwEoAUEB0AICwnOCVgK8wrFC7YMrQ1bDgYPqw/aD0AQgRCeEK4QqRClEHgQMhAGEOMPwA+eD68PqA+3D9QPyQ/qD7EPeg9RD7gOLA66DR4NnQwmDL8LPQvPCkwKxwlCCaAIDwhZB6AG4wUTBVQEWQN6ArwBvwDs/xn/Ov5G/Wv8j/uv+vT5Lvlp+LT36vZM9qj16vRO9Jzz5fJH8pvxBvGM8Bfwre9T7+fuh+4g7qztVe0E7cfsmexm7B7s6Ovb6+frEuxs7CPt8e0H71jwM/Ef8sLyRvME9Pn08PUe92T4tfkX+3r8y/0x/8IAhgI3BNYFQQdUCBkJswk7CqwKYQtpDEcNNg4BD5oPOBCHENkQAhH3EOMQxxCyEJEQUhAgEOUPqQ+sD7wPvw/eDw0QERAdEPUPqw9RD74OLQ6SDdsMWAzDCzkLswoiCoUJ/Ah0CNcHMwd4Bp0FwwTjAwoDJgJFAZYApv/L/hH+GP00/GX7mfrN+fr4N/hs98D2BvZR9aD04PMp83fyx/Ev8X/w6+9t7+zupO5j7hnu5+2o7WDtHe3l7L3soux+7GzsXex97NHsMO2/7bLuo++l8LbxYfIl8+Tzt/TH9e72Ffhq+Yr60vsZ/U3+2P+PASwD8QQ6BmwHeAg8CfAJowpJC94LoQyYDUUOAw+6DyoQsRDnEAkRIxELEfkQ7hDVELwQexByEEUQMhBUEDgQKxA/ECYQ+w+lDxYPdA7rDWUN2gxZDNILOwugCgYKXgnJCCQIlAf1BiwGWAVqBI4DtALFAQ4BOgBU/7L+uP3T/Ab8D/sx+k/5i/jR9/72U/as9Qb1bfTF8x7zdfLV8VPxv/Ad8JfvOO/r7rLuie5k7jPuEu727c/tyu2s7bLtt+2b7bLttO3p7XruJe8Y8CbxEfLf8qHzVfQq9QH2/fYr+Ej5d/qs+8v8B/5Z/8YATgLeA0cFhwapB6IIdAkwCgELowtADO0Msg18DjIP5w+AEOoQSBF3EZIRlBFuEXARWhEdESgR8xDPEMkQsRCvEI0QghBfEAIQnw8VD28O3Q1VDcMMQAysC/kKXAqlCeIIRwilB9MGOQaNBbYE5AP5AhMCRQFWAI3/1P7l/SL9Gvwq+y/6TPmN+LH3JveQ9tj1QvWp9N/zZPPX8jXyxvER8YrwzO8i77Huae5R7ljube5h7jTuBu4J7uvtFe4q7kbuSe5N7nzute4Z773vbvBn8Rzy6/LH8330dPVX9j33QPg++UD6Z/uj/MD9H/+IAMgBNAN7BKUFugamB6cIfwlpCj8LAgzKDFwNDQ62DkwP2g9zENEQJBFWEXkRlxGUEZkRjBFyEVoRLxEREd4QpBB1ECEQ0w+QDycPtA4pDoQNyAwMDGgLkgq7CegIGQhdB6QG+gVeBcQEJQR7A9oC9AEtAW8Aj/+g/tr9AP0c/Fj7b/rD+Q75fvjr90b3zfZN9rn1CfWU9OLzavMW86DyZfIF8rzxXPEb8dnw4vDZ8PDwB/EU8SDxJvEa8RfxQfFA8Y7xyPHS8QjyG/JX8rjyMPPl84X0M/X69cf2qPeM+FP5Nfoq+/r76/zy/dX+zf/BAMsB2wLjA/0E4gW/Bq8HkQh9CX4KZgsRDHQM+AxhDc8Ndg74DoUPCBA9EG4QcRB1EGQQgRCWEIcQchBPEA4QsQ9UD/oOhQ4HDp8NFA14DPULPAuWCtsJHQlvCH4HugbsBfwEUgTnAzgDnQITAikBXQCH/97+JP42/Wv8rvsa+236//m/+ez4g/gH+Cr3Evda9tP1ifWE9DT09vP+8gnzTfPx8qzzvPJI8kbyuPEp8nnygPIl87zy8fK882rz5vNq9OT0efVM9SH2Pfb19dH2q/YJ92n30PfK+En5LvoJ+7z7evwQ/Zn9Ov6m/gn/cf8CAGsALgFFAtsCvAPlBEEFswVUBpkGGwfNBwAIswgoCZQJvwkQClMKhArsCmIL2QsjDHoMjAxdDEUMMAxXDDkMGQz1C90LRgsEC7kKTAoCCsAJoAlJCVgJhwgvB4UGHwZYBRcF7ARFBFADkwIbAmgBCAEGAUAAwv9U/xb/Vf4d/vj9Uvzz+0D7Vvqu+ib6VPox+i35qfhe+BL4Mvi2+Jf45Pe+90D3EPc696L3Vvjb+HL4Y/e99+/3gfdL+LT5FPn2+Kn5wfnZ+e75Rvqf+nT6tPnj+tT7CvtV+0f9Mv25/BD+4f3f/a/+Yf6s/7D/Qv/EABYANQCNAQQC6wFDArICTQK3AlEDswMtBLcDrARgBEAE/gSRBLAFagUCBckFKgUCBYsFzwX7BfcFjAahBacFKgY9BW4FDQbGBJ4FGwVGBLgEeQR1BGYEKwRKBFYDAgOVA2ECdgJcA/IBRQK2AlAB5gCFAEsAjAAhAAoA4v+x/0L/vP6+/vL+vP2s/Xz9aP2y/LL8fv3c+4T8KfyD+rr78vth+138Vfx4+3j83vxw+yf9LPzZ++z7jvrH+577Ffxo/Cr9PP1j/Kj92Py5/FL94f22/VT9Kf5Q/gH+hP5x/lb/UP82/4r/6P91/1j/vP9+/x3/z/+f/0EAfwD2AMMAoAG8AUYBHgGrAY0BiAHeAcsBBQGDAUQBMQHtAbUBmwI9AlACcgLvAagCnwE2AqsBzwFDAn4BAgOtAuIByAP+AdkAJALxAAkBWQFAATMB2QB5AfcA7wDsAZsAHwAkAVv/+P8lAKL/agAkADgAlQCM/+D+eQDQ/vn+Pv+c/7z/I//x/5v+KP/K/ur+o//d/qj/X/+j/mr/7f52/iD/G/+7/UL/8v5z/2n/gv9L/6T/p////kj/z/9b/6f/3v7l/loAg//U/4oAGgCcAHv/YP9NAFj/OQBaAF8Ajv87/64AVwDLAF0A0gD5/84AGwBcADkB+//lAT8AIADmAQAAvwDvAN//3wAgAar/XQAhAXgAYQCQAKgAMgG3AOP/WwDnAEH/1QCyAUH//wCK////9gBd/4AA3f94/zkAhv9TAJcAQ/9LAJH/Bf9zAFH+2f8XAKf+8wAf/zT+yAB4/rT/JADt/oz/0/+W/j3/Ff6O/0P/IP/iAC7/PADf/lX/Gv/I/jkAJ//y/yQAI/56/4UANf0AAff/Cf/EALr+cf7O/4H/jgA9/3UATAG9/5wAKwBaAKUAJP9CAAwAyv8CAMUAegBSAK8B6v+w/yYBPgASAPwAo/+0AAgABwDU/7gABAArAZgAyQB4Af0AjwFQARgB5gAx/54BaP+5/9gAwQCv/4EAxQDv/4oBsgBGAFMBtgALAIYA4/9hAFYBc/+2APT/sv9GACcA6P+fACQAeP+2AY3/JgAnAYf+i//aANf9EwBOAQD/cv+sAPn+k/7gAO/+j/+y/3L/Wf69/Z7/xf38/tr/0v4N/1L/EP9u/rb+r/9g/kIA3f4H/6n/af4m/8/+Yf9x/jX/Mf/y/fL/k/8x/1b/t//n/+7+EgCv/y3/IwEK/2AArP99/wAArP9lACAAXP8TACsAhf7OAdz/rv+0AcP+igDyAOL+MQA+AZoAXAGCAXwB6wCuABIBiwASAowAKQBdAm4AlQDNAIMB3wAWAR8BcQEuAc4APgFKAY4B8QAoAPYAdAB3AHYALgC5AJsAUQDEAGkAQAD3AJAAAwEXAbL/QwCW/gYAXACs/08AH/9k/7j/BwDH/xb/MAGZ/kT/+f+r/tD/Tf5DAKv/Tv1KAKX+mfz8AO/9WP5gAU3+gf5EARH/zP6UAPr/9/6PAD3/6v+4/iP/tf9y/+L+egBXAOL+2gBs/mYA9f+rAOYAW/4EAM3+TP4tAJ3/Sv/BAAIBaP6t/zcB7P+f/ywBav+3/xwBJAEUAAUCOwCwABoBtP4RAVEAtP/RAAAA1f82Ac0AugDBADsAhwAKAHUAywBRAAwBJQBV/9D/8v/D/zIBewDiAIEBAwBr/+gBIP7jALoAdP6zASwAOf9VAVYAT/5fAdAAlP5OAK4A2P4ZAEv/7f+e/6z+WQGt/4r/6ADZ/4D/wf4iAPL+Vf6WAPD9Cf7C/9P9lP/o/30ANQDr/1kAAAAZ/wMAUP9o/7f+UABrAHr+9QDa/r3/uf8MAOkAKQDk/+4Ba/6l/rABpP6V/30AVADl/j0As//S/+QAAwAEAAMAqv/TAPf+VACNAXT/FwFQAev/wv7fAAsAcv8kAdX/2QH7/ykAcAFg/6ABwv+1/1cApf+cAH3/IwAqAbYAjP//AesAGABBAYAAVgD2/xIAFAERAAQBHwAgAZT/QQBW/y3/BQB0AFkAAAFSAen/jf9FAOUAO//f/wMC5f5t/48Aiv2WAEkBKP5LAToA+/82/s8AZf7P/o0AY/zCANAAFf4wADQAzv/B/2UBYf8uADwBgP8XACEAmP8NADYAsv5+/wj/t////+r/bP+kAdX///2hANz/6/9B/5EAxv9t/sIArf+8AHj/8f6bAdb+/f+U/z7+OgD0/57/jP9jABoBYABoAHYBCQAYAPX/Hv/k/9cA3P78AMoARf4PAjUA0v5bArv/BACMAWgAwf/aAEQAEv9HAYIAuQCb/yoABwEu/lMC1//y/uIClP8OAKL/1/6WAH//w/4iAdH/gP/EANP/9v+B/5H/xv8lApv/yP8ZA47/7f0/AYv/zPwZASoAIf8cAZoAXP6e/7b/mP+KANn+KAD4/m79MwD8APT9YgDb/13/mgAQ/8H/jf8UAG3/dQCw/28AGgBx/hUCff7Q//ABtv4jAL4AMwBmADABbv+eAREB4P1TARsAZf7iAtv/+/8S/7AAEACAAQAAsf9vAOb/WwBy/yYBWACE/1ABTgD//wcB7v0vAWQBRv5OAuL/ywDMAaz/wQCH/8T/wQC9/mcBxv9e/XMClgDc/qYCMwAu/2gBEgAr/lgBggAhAMwAbwDt/80CdP4MAOgBxvzFAZ7/S/47AAT+YgBf/4P+QwF+/6H/NQHj/icBCAGf/Uf+zwCw/Fb/vQHa/FAAev3l/OIABv9V/18Cn/+ZAAcCn//rAPj/vP4JAJb9Hf5kAIb+zv+MAaD+fwBkAr/++P+FAMr9CgFW/+3+6QGe/5T9LAF4/b/+kgHh/WAAcgBM/qsAbwKi/e8BHf9X/9YA9P2gAD//8v2wAST/TQA+Ahb/bwBwAPD/6f6lAG/+sAHjAK/9cQOM/5n+lgFdAGEAbADI/jMB3ADM/YEBOgCu/UUAQAFFAHgBLgC6AIoBT/+fAC0Aw/79/5//Av+r/xAAmf5QAB0COgCYAaEA1gBgAFb/Qf9A/3b/mP2J/7/+3/1o/5T/CgD3/mEBjQBHAGQB8v4lAHn+Lf0r/6n/d//2/xkABgD2AM//hP+nAcT+k/6cAPkAogAvAFD/kQBjAN7/kQANAtT/9v8bAloAkwDjAB4AUQAuAIz/jwCg/woArQE8/yYA6wCb/9UAoQGP/wABjQEY/0kCKQFA/1oBjgA3/2cBTgLc/9EALgH+AL0AXP9IAUoAPABKAd3/RABG/4T/MADw/+7/KQDx/6r/uADZAAT/yQHh/4f+2QD//lv+WAFqADD/oAHY/9r/cAB+/8b+Kf/h/8/+uP/P/kMAjgBjAAoAFwCD//n9cf9T/5n++P7o/7b+b/71/8z/ef9N/14Al/8Z/ov/s/4M/w7/TwAjAdEALgIdAH//Gf40/jr+i/+K/+L/MQCfAAQASgD5AGz+7P5x/7r8LQDl/o3/BwEnAGf/iAGpACb+VwAjACr/gQCiADUBFQA9ABAAt/80AKz/RgCx/wwAgQBmAYoCxgAvAZgAOACl/9T9d/9fAF7/uwA0Acj/7//jAKj/2ADLAGQA/v9DAA4AGwB7AXQB3wGUAPD/v/8gAM0ApwDOAEgB6QDg/1cAyf+K/zsBWf9A/+wACgAV/y0AGADp/3AANQAMAIAApAAi/74A2v9R//b/2v4m/8H/uP9+/6r/zf46/hL/PP4H/7n/ov9KAIkA8gD//6b+4P59/6j/4/51/8z/HQCmABMAvP4OAKr/+/49/6gAAwDXAKwA8f/0//X/i/+0/08Aw//oAOwAJQFWAFwAegBS/5b/V/9E/5f/AwCrAPABewG/AKUB+gEAAdQBLwK3AbsBJAF6ALb/tf8fALj/HwDS/ygA9gDfAJQAuwDBAKD/nv8mAdgAjwDmAC4ASgBzAH//zv/LAKj/Uf/U/1H/xP/q/8X/TwCG/8b/PAAWAJf/cv95/0z/HwBCAP3/XQBCAF7/mf4q/8f+wf5kADj/CP+c/yP/wP4M/0P/3P6V/m7/xf/d/gz/KP9w/pT+XP8O/1X/b//B/k3/YP8M/33/6v/D/7L/rP9t/z7/oP+B/03/+/+OACQAmwCvAO3/nf83ALP/2v9SAAQA/f8pAKH/1f9XAHv/aQChAHn/NwAdAI7/wP+U/y3/pv/n/xD/Z//Q/zv/6v/t/xoA0AAjABAA2v/W/5X/bv9zAMz/6P/K/xQAr/9v/wYBzAC/ACUB1wDnAA0BVQATANP/QP8J/0L/i/+0/3IAiADuAM0BFQKyAQ4BvwA+AFD/8/5E/1T/mf8jAHEAdgAfAXcBLwExAR8BjgAxAH0A8v95/77/df87/9//QwB3AI8AHwFWATABYwFTATkBHwH1AKUAXwAtALP/MwAwAHsA0wDoAOYAmAC2AGQA7P/c/9b/HQD2/wwA2P+C//f/oP9//4//ev9w/13/mP+b/6L/d/9r/5b/xv/V/77/ZQBYAGAAJwA7AC0Aqf9e/0H/Nv9G/1f/BP9x/6b/iv/F/+z/vv8LAOr/p//W/4H/mv+2//H/m/9w/2v/CP///r3+zv4a/1v/7f8mADUAfAApABoAGADD/wwALgAjAJgA4ADBAMUA1gDSALoAbwBWAC0ATAARAFQANADu/zMAFACf/+n/BwDV/+v/wf8WABMAEQARAMb/yf+y/3//s/+K/6T/6P8qAFsArQAaAQ4BYgEhAfcADwHmAL0AeACLAC8AIgCbAE8AqgDeALgAogCyAFYAAwAIAKz/O/8t/xP/Dv9I/xn/Wv9q/2P/3P/6/wUAWwBiAJwAwwCvAIIALAC+/0n/9P7Z/vH+IP9s/7v/MABPALYA/gC6ALgAlAAAAAAAdP91/5//W/+t/3H/Tf9g/0r/6f64/qn+e/7H/u7+9f4a/0b/W/9e/3D/R/9G/0n/P/83/zP/S/98/7D/BwAwACkAMAAqAAQAAgDX/8L/sP9d/zn/F/++/q3+nv6B/rz+/f4U/0r/a/97/9//v//f/8z/s//w/7j/zv/6/9r/+P8nABEAHwACAPT/4P+k/6H/ZP8I//T+qP5s/p/+o/7S/lH/fP/V/+j/CQBNACcAPABsAFwAkQCkANUABwE6AYsBoAGtAeMB/QEKAksCcQKTAucC+AIVA0ADWwOWA6gDzwMUBGUEgQSRBNgE1wSzBMUEmQRaBH4ERAQdBDsEMwRNBHQEkQSPBLUEswR6BGwEBgSdAxgDUQLBARIBhQAdAKD/SP9J/z3/T/9O/yH/BP/g/nz+Hv6P/fH8ifwT/I37T/sb+wT7E/vl+vn6qfpR+v35Tvm1+C/4nfdH9+v21PbB9uj26vbe9hb3EPcG9x/30faT9rj2W/Y39mj2//V99p32ufZm93z35/dZ+AX48feh9wn3zPbY9ff0WfQl8xrzjfKm8srzZvUc+Fz8EQH7BuUN0BOTGfcdJyCgITQgqB2TGVUUvA9IC3EHXwWqA5YDagSZBRwHKQiyCJgIbAeABSoDyQCv/r79Dv3X/cb/lAIMBigKZw2vECETSxSWFNQT0BHuD1oNBQvpCIIHRQb0BZkFOgUkBaAEkwOGAtgAJP9u/eT7/Pnn+ED4t/cK+IH4Gfm6+in8Ef7h/0YBowLGAwAEEQR3AwwCCgGJ//79Hf00/Nn7jvth+y371fpk+rL5qPiv96L2zPV+9cT0TvWi9WT2v/eh+Jv5zfqP+2/8Bv2i/c797/3t/Xv9Rv0k/d78E/1E/c79lv6F/7MArwHJAnED6QPcA2sDzwLNAdQAFgAm/7P+lf5z/gr/nP83AMMAcAGXAc0BGwKAAWYBIAFVAGMAKQBXAA8BmwGRAgQDVAOEA6cCHQIHAdH/3f4R/mL9Kf1C/QH9Hv3v/KL8R/x0+6r6zPlF+bj4jPhO+Gn4cPiR+Ff44fdV9xT3UfYn9u71rvVc9pT2vvao9kj2u/US9Qn0T/PD8s3yXPP88zT1XPaY99j4yvjC+B/4MPaU9AzySe/G7aPso+xp7sfx1PYY/mMGBw/3F04fcCSNJwsnMCQNH/8XQhD0CPcCRv8o/W/9u/5NAUYEvAYvCLAI9AdQBg4EhQEU/xL+Fv4//yICxwU+ClAP5xOrF0Uakxs4Gx0ZYhZqEksO6ApGBwcFoQPgAloDyAO7BGMFwQWKBZsEWQNTAS3/dv1G+236YfrJ+oP8+v6IAZgENAfvCAAK+QkiCWgHNwXcAmgAi/4O/Rf8FvxP/Af97f2X/hX/IP+8/p/9cvzK+kj5FPgs9wf3R/dD+Mr5Q/sT/WH+VP/H/7j/L/9i/lD9Gfzr+uT5+Phc+OX3jfd096H3hve49473T/cL9772NvbT9ZH1jPXc9cH20fdl+Q37nfwl/lD/IwAwAJz/rf6X/fL8tvz//EL+WQA9AxEGBglYC1MMxAyuC00J7wYJBEIBQP/p/Yf9Vv7y/6IBlQNlBaMGige2B1gH8QZYBtgFJgXaBP4EawU/BtUGaQfJB4UHxAYhBf0CgAD+/bL7wPms+Eb4kfhz+YT6qfuM/Cj9Df2Z/Nj7vvrD+QT5Wfgi+Fz4cfjW+C754fi3+Bz4H/e59iv21/Um9p/2Kvfx9074YPhC+Or3Evez9u/1b/V/9Uv14vX19rP3E/kF+l36v/r/+Yj4o/Zb9AfymPD170Twu/LV9kv8VQRmDH0UfRvdH6shxiCKHVoY/hGKC9EFgAFD/1r+U/8TAYMDqwUYB64HMQfjBS0EJQJ0AJH/3P/bADwDCQZVCQgNOhACEyUVEhZcFlcVKhNGENIMLgnnBS4DLAFQAFIA3gCmAZMC/gLuAh0CqQDH/hH9kfuM+i/68PpZ/LH+PAGKA5EF7AZ0B/MG8gVLBF4CrgCv/sH8iPta+rD5ufnl+WP6Ivve+yz8XPw0/Jj7xvrT+ev4Qvgr+NX4hPlA+/L8df4vADsB1QEqAgYCWwGcANr/3f4b/oT9kfwN/KP7Avuo+lb6BfrO+U76XPrF+m77kPvg+wL81fu6+wX8h/xP/an+5f8jATQCuALaAiYCQAHi/2P+HP08/Kn7iPvc+xj8q/wC/SD9Gv24/DH8lPtg+0/74fve/Cn+ov9OAX0CXAPyA7MDSAPAAsEB6gBKAMT/yv9EANQAhgFqAqsCGwMCAyECHAFG/zf9Svt5+XX4V/hZ+Q/7Nf6CAbUEmAeiCFgIVQfuBBwDDQK7ARoDqQXvCA4MdQ8oEYoR9hBODvYKrgfIA9oAqP7y/DD8M/xo/Ff93P5yACYC7AMFBcAFMAaGBaMEUAMYAmgBJQGnAWgCdgNsBLgEQQRAAzoBJf8R/S/78Ply+Vv5jvkN+lv6jfqV+n76R/oQ+kP68/nZ+b/5P/nu+Lv4mfiW+Pj4K/kv+fv4rPhW+Gb4lPhf+Un6a/vY/BP9df3p/Jj7ifom+S74efeh97r3qPiN+R76r/rb+kX64PlF+KD2u/RU8sXwZe8g71bwofII+DT+sQdLETwafyHDJIkk4iAtGksSrAmaAj79kPo9+sj70P7/AaQELwbYBXgEbQIWAEr+Ef3L/N79LABEA2EHcQucDy4TtxURF/UWHxVcEiwOpwlDBaAB0f6F/XT9Ff7v/3EByQJhAysD7AEtALb9n/vs+WD54/mp+zL+dwG9BGcHHQmeCZAIpQbJA3UAcv0A+zz5o/iD+Kv4d/kb+on6Pvsk+wH7p/pY+tr54vkC+ir60fpq+zf8SP1i/r3/nAC+AT8CZQKEAsEBEQH8/7D+uv3f/HP8bvyh/N78E/0n/eH8dfzz+yX74vpo+tb6WvtW/Mv9GP9hAFsBDQJlAocCxwJ8AmUCTALTAYEB+wBYANf/Zf/x/rX+ef6C/mX+Mf7u/X39Xf0W/XT97/2J/rn/lQB9AVsC6AINAxQDowISAmMBxgD5/1D/h/6i/a/8sfvm+pT6fvoH++f7cfxO/bn9s/3C/eX8Ovxt++f6Cftc+5X8qP08/8EAJgJAA8ADoANiAp0Acf7r+yL6W/kq+Sf6JfwD/kIA1gI3BDUFbgWFBFoDCQJxANv+/v0h/c78Vf2F/R7+Vf9LACQBHQKbAu0CowM6BNMEfwWQBpsHiAjJCV8KAAt7C1oL8AoDCrUIGwdLBVEDTAGH/0r+e/1p/cT9uP4rAHwB3gL1A6wEJwUnBdQEggQgBB0E/QMsBCQEHwTRAwMDCQLqAIz/af4O/dr7Ofuv+tH6EftU+3378fvG+wL81vuS+1H7b/tj++X7Y/zG/EL9gf2K/Wj9Df3Y/FD8Gvzp+3H7" + } + }, + { + "direction": "receive", + "message": { + "type": "response.output_audio.delta", + "event_id": "event_EWxOfLiBiYWISfwoXmnry", + "response_id": "resp_EWxOfVwAlhEaQIdXw0DaT", + "item_id": "item_EWxOfej3I9UknNmZ0cmpS", + "output_index": 0, + "content_index": 0, + "delta": 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b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt index 76063da17..cbf2fdcc3 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-audio.span-tree.txt @@ -196,6 +196,13 @@ span_tree: │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.json new file mode 100644 index 000000000..432b3e044 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.json @@ -0,0 +1,1012 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " DMO-1042", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": " Thanks Please describe the delivery process in detail", + "role": "user" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " Thanks", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " Please describe the delivery process in detail", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": 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"input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_JfjxAUKmEjXi3S6qcoBBCrNd" + } + ], + "output": [ + { + "content": " Let me check that order. It's expected to arrive on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_JfjxAUKmEjXi3S6qcoBBCrNd" + ], + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO-1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO-1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_JfjxAUKmEjXi3S6qcoBBCrNd", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": " Let me check that order. It's expected to arrive on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " Let me check that order. It's expected to arrive on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_JfjxAUKmEjXi3S6qcoBBCrNd" + }, + { + "content": " Let me check that order. It's expected to arrive on Friday.", + "role": "assistant" + }, + { + "content": " Thanks Please describe the delivery process in detail", + "role": "user" + } + ], + "output": [ + { + "content": " Here's a quick overview. Once your order is packed, it's handed to the carrier, scanned into their system, and moves through a few sorting facilities. Then the local courier picks it up and delivers it to your address on the scheduled day, which is Friday.", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": " Here's a quick overview. Once your order is packed, it's handed to the carrier, scanned into their system, and moves through a few sorting facilities. Then the local courier picks it up and delivers it to your address on the scheduled day, which is Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " Here's a quick overview. Once your order is packed, it's handed to the carrier, scanned into their system, and moves through a few sorting facilities. Then the local courier picks it up and delivers it to your address on the scheduled day, which is Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.txt new file mode 100644 index 000000000..9c3104079 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex-overlap.span-tree.txt @@ -0,0 +1,903 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-live-1", + │ "model": "gpt-live-1", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order DMO-1042", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " DMO-1042", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": " Thanks Please describe the delivery process in detail", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " Thanks", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " Please describe the delivery process in detail", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": " Let me check that order. It's expected to arrive on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " Let me check that order. It's expected to arrive on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO-1042", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO-1042", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_JfjxAUKmEjXi3S6qcoBBCrNd" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": " Let me check that order. It's expected to arrive on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_JfjxAUKmEjXi3S6qcoBBCrNd" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO-1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO-1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_JfjxAUKmEjXi3S6qcoBBCrNd", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": " Here's a quick overview. Once your order is packed, it's handed to the carrier, scanned into their system, and moves through a few sorting facilities. Then the local courier picks it up and delivers it to your address on the scheduled day, which is Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " Here's a quick overview. Once your order is packed, it's handed to the carrier, scanned into their system, and moves through a few sorting facilities. Then the local courier picks it up and delivers it to your address on the scheduled day, which is Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO-1042", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_JfjxAUKmEjXi3S6qcoBBCrNd" + │ │ }, + │ │ { + │ │ "content": " Let me check that order. It's expected to arrive on Friday.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": " Thanks Please describe the delivery process in detail", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": " Here's a quick overview. Once your order is packed, it's handed to the carrier, scanned into their system, and moves through a few sorting facilities. Then the local courier picks it up and delivers it to your address on the scheduled day, which is Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.json new file mode 100644 index 000000000..0db0936f0 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.json @@ -0,0 +1,732 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order DMO one zero four two", + "role": "user" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " DMO one zero four two", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO one zero four two", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": " Okay, let me check that order.", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO one zero four two", + "role": "user" + }, + { + "content": " Okay, let me check that order.", + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_zcFgVyi5qmr1qd204GUpIWhX" + } + ], + "output": [ + { + "content": " Your order is expected to arrive on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_zcFgVyi5qmr1qd204GUpIWhX" + ], + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_zcFgVyi5qmr1qd204GUpIWhX", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": " Okay, let me check that order.", + "role": "assistant" + }, + { + "content": " Your order is expected to arrive on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " Okay, let me check that order.", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " Your order is expected to arrive on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + }, + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.txt new file mode 100644 index 000000000..b484aa2a7 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-duplex.span-tree.txt @@ -0,0 +1,645 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-live-1", + │ "model": "gpt-live-1", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order DMO one zero four two", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " DMO one zero four two", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": " Okay, let me check that order.", + │ "role": "assistant" + │ }, + │ { + │ "content": " Your order is expected to arrive on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " Okay, let me check that order.", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " Your order is expected to arrive on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO one zero four two", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": " Okay, let me check that order.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO one zero four two", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": " Okay, let me check that order.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_zcFgVyi5qmr1qd204GUpIWhX" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": " Your order is expected to arrive on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_zcFgVyi5qmr1qd204GUpIWhX" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.agent_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.agent_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── lookup_order [tool] + │ input: { + │ "order_id": "DMO1042" + │ } + │ output: { + │ "delivery": "Friday", + │ "order_id": "DMO1042", + │ "status": "in_transit" + │ } + │ metadata: { + │ "contrib.livekit.function_tool.is_error": false, + │ "contrib.livekit.function_tool.name": "lookup_order", + │ "contrib.livekit.request_span_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "execute_tool", + │ "gen_ai.tool.call.id": "call_zcFgVyi5qmr1qd204GUpIWhX", + │ "gen_ai.tool.name": "lookup_order", + │ "gen_ai.tool.type": "function", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.json new file mode 100644 index 000000000..ec9bc1ba1 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.json @@ -0,0 +1,741 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EWxOPiuTT1Zd34ixpNzw2", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EWxOPiuTT1Zd34ixpNzw2", + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 0, + "gen_ai.usage.cache_read.input_tokens": 0, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 0, + "gen_ai.usage.input_text_tokens": 70, + 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"content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_ChpLJBxpjk0HiwEH" + } + ], + "output": [ + { + "content": "Your order is scheduled for delivery on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_ChpLJBxpjk0HiwEH" + ], + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EWxOPdBGMUa5aelntIJ4h", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EWxOPdBGMUa5aelntIJ4h", + "gen_ai.response.time_to_first_chunk": 0, + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 0, + "gen_ai.usage.cache_read.input_tokens": 64, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 64, + "gen_ai.usage.input_text_tokens": 115, + "gen_ai.usage.input_tokens": 153, + "gen_ai.usage.output_audio_tokens": 0, + "gen_ai.usage.output_text_tokens": 11, + "gen_ai.usage.output_tokens": 11, + "gen_ai.usage.text.input_tokens": 115, + "gen_ai.usage.text.output_tokens": 11, + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "cache_read_input_tokens": 64, + "completion_tokens": 11, + "prompt_tokens": 153, + "time_to_first_token": 0, + "tokens": 164 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_ChpLJBxpjk0HiwEH", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 47, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 47, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Your order is scheduled for delivery on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order is scheduled for delivery on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.txt new file mode 100644 index 000000000..28c4561bf --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-half-cascade.span-tree.txt @@ -0,0 +1,648 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-realtime-mini", + │ "model": "gpt-realtime-mini", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order is scheduled for delivery on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is scheduled for delivery on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxOPiuTT1Zd34ixpNzw2", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxOPiuTT1Zd34ixpNzw2", + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 70, + │ │ "gen_ai.usage.input_tokens": 108, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 70, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 108, + │ │ "tokens": 132 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_ChpLJBxpjk0HiwEH" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is scheduled for delivery on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_ChpLJBxpjk0HiwEH" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxOPdBGMUa5aelntIJ4h", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxOPdBGMUa5aelntIJ4h", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 115, + │ │ "gen_ai.usage.input_tokens": 153, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 11, + │ │ "gen_ai.usage.output_tokens": 11, + │ │ "gen_ai.usage.text.input_tokens": 115, + │ │ "gen_ai.usage.text.output_tokens": 11, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 11, + │ │ "prompt_tokens": 153, + │ │ "time_to_first_token": 0, + │ │ "tokens": 164 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_ChpLJBxpjk0HiwEH", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 47, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 47, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json index 032e71c5e..72df6d86d 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.json @@ -323,6 +323,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt index 8de8f06f6..9ffd9505c 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-interrupted.span-tree.txt @@ -456,6 +456,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json index 87c97f9a0..3b64c3034 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.json @@ -75,6 +75,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt index 76063da17..cbf2fdcc3 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-audio.span-tree.txt @@ -196,6 +196,13 @@ span_tree: │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.json new file mode 100644 index 000000000..37800f22f --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.json @@ -0,0 +1,1075 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order DMO1042", + "role": "user" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " DMO", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "1042", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": " Thanks Please describe the delivery process in detail", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " Thanks Please describe the delivery process in detail", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO1042", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": " Checking.", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO1042", + "role": "user" + }, + { + "content": " Checking.", + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_s6bfBFtw5TYZe2C6t3GbubL1" + } + ], + "output": [ + { + "content": "Your order is", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_s6bfBFtw5TYZe2C6t3GbubL1" + ], + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_s6bfBFtw5TYZe2C6t3GbubL1", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": " Checking.", + "role": "assistant" + }, + { + "content": "Your order is", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " Checking.", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order is", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + }, + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO1042", + "role": "user" + }, + { + "content": " Checking.", + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_s6bfBFtw5TYZe2C6t3GbubL1" + }, + { + "content": "Your order is", + "role": "assistant" + }, + { + "content": " Thanks Please describe the delivery process in detail", + "role": "user" + } + ], + "output": [ + { + "content": "Sure! Your order is coming Friday. Before that, it’s being packed, handed to the carrier, and moved through their network.You’ll get updates as it moves along. Once it’s out for delivery, it’s on the way to your address.", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Sure! Your order is coming Friday. Before that, it’s being packed, handed to the carrier, and moved through their network.You’ll get updates as it moves along. Once it’s out for delivery, it’s on the way to your address.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Sure! Your order is coming Friday. Before that, it’s being packed, handed to the carrier, and moved through their network.You’ll get updates as it moves along. Once it’s out for delivery, it’s on the way to your address.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.txt new file mode 100644 index 000000000..fd12ec36f --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex-overlap.span-tree.txt @@ -0,0 +1,962 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-live-1", + │ "model": "gpt-live-1", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order DMO1042", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " DMO", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "1042", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": " Thanks Please describe the delivery process in detail", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " Thanks Please describe the delivery process in detail", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": " Checking.", + │ "role": "assistant" + │ }, + │ { + │ "content": "Your order is", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " Checking.", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO1042", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": " Checking.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO1042", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": " Checking.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_s6bfBFtw5TYZe2C6t3GbubL1" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_s6bfBFtw5TYZe2C6t3GbubL1" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.agent_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.agent_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── lookup_order [tool] + │ input: { + │ "order_id": "DMO1042" + │ } + │ output: { + │ "delivery": "Friday", + │ "order_id": "DMO1042", + │ "status": "in_transit" + │ } + │ metadata: { + │ "contrib.livekit.function_tool.is_error": false, + │ "contrib.livekit.function_tool.name": "lookup_order", + │ "contrib.livekit.request_span_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "execute_tool", + │ "gen_ai.tool.call.id": "call_s6bfBFtw5TYZe2C6t3GbubL1", + │ "gen_ai.tool.name": "lookup_order", + │ "gen_ai.tool.type": "function", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Sure! Your order is coming Friday. Before that, it’s being packed, handed to the carrier, and moved through their network.You’ll get updates as it moves along. Once it’s out for delivery, it’s on the way to your address.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Sure! Your order is coming Friday. Before that, it’s being packed, handed to the carrier, and moved through their network.You’ll get updates as it moves along. Once it’s out for delivery, it’s on the way to your address.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO1042", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": " Checking.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_s6bfBFtw5TYZe2C6t3GbubL1" + │ │ }, + │ │ { + │ │ "content": "Your order is", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": " Thanks Please describe the delivery process in detail", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Sure! Your order is coming Friday. Before that, it’s being packed, handed to the carrier, and moved through their network.You’ll get updates as it moves along. Once it’s out for delivery, it’s on the way to your address.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.json new file mode 100644 index 000000000..0805cd03b --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.json @@ -0,0 +1,732 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": " DMO-1042", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": " I'll check that for you.", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order DMO-1042", + "role": "user" + }, + { + "content": " I'll check that for you.", + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_aIYJAGQmFD8OjtbbrsKaW6OO" + } + ], + "output": [ + { + "content": " It's scheduled to arrive Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_aIYJAGQmFD8OjtbbrsKaW6OO" + ], + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-live-1", + "gen_ai.request.stream": true, + "model": "gpt-live-1", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO-1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO-1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_aIYJAGQmFD8OjtbbrsKaW6OO", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": " I'll check that for you.", + "role": "assistant" + }, + { + "content": " It's scheduled to arrive Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": null, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " I'll check that for you.", + "turn_span_id": "" + }, + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": " It's scheduled to arrive Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + }, + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.txt new file mode 100644 index 000000000..6272276e4 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-duplex.span-tree.txt @@ -0,0 +1,645 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-live-1", + │ "model": "gpt-live-1", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order DMO-1042", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": " DMO-1042", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": " I'll check that for you.", + │ "role": "assistant" + │ }, + │ { + │ "content": " It's scheduled to arrive Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": null, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " I'll check that for you.", + │ "turn_span_id": "" + │ }, + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": " It's scheduled to arrive Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO-1042", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": " I'll check that for you.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order DMO-1042", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": " I'll check that for you.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_aIYJAGQmFD8OjtbbrsKaW6OO" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": " It's scheduled to arrive Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_aIYJAGQmFD8OjtbbrsKaW6OO" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-live-1", + │ │ "gen_ai.request.stream": true, + │ │ "model": "gpt-live-1", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.agent_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.agent_speaking [task] + │ │ metadata: { + │ │ "audio.selection": { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ }, + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 1, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── lookup_order [tool] + │ input: { + │ "order_id": "DMO-1042" + │ } + │ output: { + │ "delivery": "Friday", + │ "order_id": "DMO-1042", + │ "status": "in_transit" + │ } + │ metadata: { + │ "contrib.livekit.function_tool.is_error": false, + │ "contrib.livekit.function_tool.name": "lookup_order", + │ "contrib.livekit.request_span_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "execute_tool", + │ "gen_ai.tool.call.id": "call_aIYJAGQmFD8OjtbbrsKaW6OO", + │ "gen_ai.tool.name": "lookup_order", + │ "gen_ai.tool.type": "function", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.json new file mode 100644 index 000000000..3ee71dfa9 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.json @@ -0,0 +1,741 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EWxP9thmbKZ84ADPbe90d", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EWxP9thmbKZ84ADPbe90d", + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 0, + "gen_ai.usage.cache_read.input_tokens": 0, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 0, + "gen_ai.usage.input_text_tokens": 70, + "gen_ai.usage.input_tokens": 108, + "gen_ai.usage.output_audio_tokens": 0, + "gen_ai.usage.output_text_tokens": 24, + "gen_ai.usage.output_tokens": 24, + "gen_ai.usage.text.input_tokens": 70, + "gen_ai.usage.text.output_tokens": 24, + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "cache_read_input_tokens": 0, + "completion_tokens": 24, + "prompt_tokens": 108, + "tokens": 132 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_5AYSwjWZb7pruLeh" + } + ], + "output": [ + { + "content": "Your order is scheduled for delivery on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_5AYSwjWZb7pruLeh" + ], + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EWxP9mAUKgW3ws3Lc2o2h", + "gen_ai.operation.name": "generate_content", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "gen_ai.request.stream": true, + "gen_ai.response.id": "resp_EWxP9mAUKgW3ws3Lc2o2h", + "gen_ai.response.time_to_first_chunk": 0, + "gen_ai.usage.audio.input_tokens": 38, + "gen_ai.usage.audio.output_tokens": 0, + "gen_ai.usage.cache_read.input_tokens": 64, + "gen_ai.usage.input_audio_tokens": 38, + "gen_ai.usage.input_cached_tokens": 64, + "gen_ai.usage.input_text_tokens": 115, + "gen_ai.usage.input_tokens": 153, + "gen_ai.usage.output_audio_tokens": 0, + "gen_ai.usage.output_text_tokens": 11, + "gen_ai.usage.output_tokens": 11, + "gen_ai.usage.text.input_tokens": 115, + "gen_ai.usage.text.output_tokens": 11, + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "cache_read_input_tokens": 64, + "completion_tokens": 11, + "prompt_tokens": 153, + "time_to_first_token": 0, + "tokens": 164 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "contrib.livekit.request_span_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_5AYSwjWZb7pruLeh", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 47, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 47, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Your order is scheduled for delivery on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order is scheduled for delivery on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.txt new file mode 100644 index 000000000..5254237f8 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-half-cascade.span-tree.txt @@ -0,0 +1,648 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-realtime-mini", + │ "model": "gpt-realtime-mini", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order is scheduled for delivery on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is scheduled for delivery on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxP9thmbKZ84ADPbe90d", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxP9thmbKZ84ADPbe90d", + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 70, + │ │ "gen_ai.usage.input_tokens": 108, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 70, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 108, + │ │ "tokens": 132 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_5AYSwjWZb7pruLeh" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is scheduled for delivery on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_5AYSwjWZb7pruLeh" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxP9mAUKgW3ws3Lc2o2h", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxP9mAUKgW3ws3Lc2o2h", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 115, + │ │ "gen_ai.usage.input_tokens": 153, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 11, + │ │ "gen_ai.usage.output_tokens": 11, + │ │ "gen_ai.usage.text.input_tokens": 115, + │ │ "gen_ai.usage.text.output_tokens": 11, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 11, + │ │ "prompt_tokens": 153, + │ │ "time_to_first_token": 0, + │ │ "tokens": 164 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_5AYSwjWZb7pruLeh", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 47, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 47, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json index 2304c30e9..026ef59ce 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.json @@ -323,6 +323,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt index a44a408f2..59a0fdeda 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-interrupted.span-tree.txt @@ -456,6 +456,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json index 3a1cb8e5b..0c4431ee5 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.json @@ -323,6 +323,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt index 2416ded7b..d8f13b088 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-order.span-tree.txt @@ -456,6 +456,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json index f7bb3d6e0..cdf447474 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.json @@ -79,6 +79,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 0, @@ -88,7 +95,7 @@ "start_offset_ms": 0 } ], - "contrib.livekit.turn.association": "provider_speech_start_dispatch", + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", "scenario": "livekit-instrumentation", "testRunId": "", "turn.id": "" @@ -123,16 +130,17 @@ "start_offset_ms": 0 } ], - "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", - "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", - "openai.input_audio_segments": [ - { - "": "", - "audio_end_ms": 0, - "audio_start_ms": 0 + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?", + "turn_span_id": "" } - ], - "openai.item_id": "", + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", "turn.id": "" }, "context": { @@ -142,7 +150,7 @@ } }, { - "name": "livekit.input_observation", + "name": "user_turn", "type": "task", "children": [ { @@ -218,8 +226,8 @@ } ], "metadata": { - "contrib.livekit.input_scope": "associated_user_turn", - "contrib.livekit.response.status": "completed", + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EW7Uc943NG6UzwjOjzSyS", "gen_ai.operation.name": "generate_content", "gen_ai.provider.name": "", "gen_ai.request.model": "gpt-realtime-mini", @@ -238,12 +246,10 @@ "gen_ai.usage.text.input_tokens": 71, "gen_ai.usage.text.output_tokens": 24, "model": "gpt-realtime-mini", - "openai.response.id": "resp_EW7Uc943NG6UzwjOjzSyS", "provider": "", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "metrics": { "cache_read_input_tokens": 0, @@ -265,6 +271,25 @@ { "content": "Where is my order, DMO1042?", "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_6DibzcFAKe7bcMua" } ], "output": [ @@ -277,8 +302,8 @@ "continuation.tool_call_ids": [ "call_6DibzcFAKe7bcMua" ], - "contrib.livekit.input_scope": "associated_user_turn", - "contrib.livekit.response.status": "completed", + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EW7UdEm9Z48rmfsXBDPSv", "gen_ai.operation.name": "generate_content", "gen_ai.provider.name": "", "gen_ai.request.model": "gpt-realtime-mini", @@ -298,12 +323,10 @@ "gen_ai.usage.text.input_tokens": 116, "gen_ai.usage.text.output_tokens": 16, "model": "gpt-realtime-mini", - "openai.response.id": "resp_EW7UdEm9Z48rmfsXBDPSv", "provider": "", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "metrics": { "cache_read_input_tokens": 64, @@ -341,8 +364,7 @@ "gen_ai.tool.type": "function", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -355,6 +377,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, @@ -366,8 +395,7 @@ ], "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -387,7 +415,7 @@ "channel_index": 1, "end_offset_ms": 0, "recording_id": "call-0000", - "recording_span_id": "", + "recording_span_id": "", "start_offset_ms": 0 }, "audio.selections": [ @@ -395,13 +423,13 @@ "channel_index": 1, "end_offset_ms": 0, "recording_id": "call-0000", - "recording_span_id": "", + "recording_span_id": "", "start_offset_ms": 0 } ], "contrib.livekit.committed_messages": { - "": { - "id": "", + "": { + "id": "", "interrupted": false, "role": "assistant", "text": "Your order will be delivered on Friday.", @@ -411,22 +439,22 @@ "contrib.livekit.events": [ { "attributes": { - "contrib.livekit.generation_id": "" + "contrib.livekit.generation_id": "" }, "name": "generation", "time_unix_ms": 0 }, { "attributes": { - "contrib.livekit.generation_id": "", - "contrib.livekit.parent_generation_id": "" + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" }, "name": "generation", "time_unix_ms": 0 } ], "contrib.livekit.generation_count": 2, - "contrib.livekit.generation_id": "", + "contrib.livekit.generation_id": "", "contrib.livekit.interrupted": false, "contrib.livekit.playback_events": [ { @@ -439,13 +467,12 @@ } ], "contrib.livekit.speech.queue_wait": 0, - "contrib.livekit.speech_id": "", + "contrib.livekit.speech_id": "", "gen_ai.agent.name": "default_agent", "gen_ai.operation.name": "invoke_agent", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -557,14 +584,6 @@ "sample_rate_hz": 24000 } ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Where is my order, DMO1042?" - } - }, "contrib.livekit.events": [ { "attributes": { diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt index 96df38999..7f5d4d69f 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-realtime.span-tree.txt @@ -55,14 +55,6 @@ span_tree: "sample_rate_hz": 24000 } ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Where is my order, DMO1042?" - } - }, "contrib.livekit.events": [ { "attributes": { @@ -195,16 +187,17 @@ span_tree: │ "start_offset_ms": 0 │ } │ ], - │ "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", - │ "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", - │ "openai.input_audio_segments": [ - │ { - │ "": "", - │ "audio_end_ms": 0, - │ "audio_start_ms": 0 + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" │ } - │ ], - │ "openai.item_id": "", + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", │ "turn.id": "" │ } │ context: { @@ -214,6 +207,13 @@ span_tree: │ } │ └── livekit.user_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 0, @@ -223,7 +223,7 @@ span_tree: │ "start_offset_ms": 0 │ } │ ], - │ "contrib.livekit.turn.association": "provider_speech_start_dispatch", + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", │ "scenario": "livekit-instrumentation", │ "testRunId": "", │ "turn.id": "" @@ -233,7 +233,7 @@ span_tree: │ "caller_functionname": "ScenarioProcessor.onStart", │ "caller_lineno": 0 │ } - ├── livekit.input_observation [task] + ├── user_turn [task] │ input: [ │ { │ "content": "", @@ -282,7 +282,7 @@ span_tree: │ "channel_index": 1, │ "end_offset_ms": 0, │ "recording_id": "call-0000", - │ "recording_span_id": "", + │ "recording_span_id": "", │ "start_offset_ms": 0 │ }, │ "audio.selections": [ @@ -290,13 +290,13 @@ span_tree: │ "channel_index": 1, │ "end_offset_ms": 0, │ "recording_id": "call-0000", - │ "recording_span_id": "", + │ "recording_span_id": "", │ "start_offset_ms": 0 │ } │ ], │ "contrib.livekit.committed_messages": { - │ "": { - │ "id": "", + │ "": { + │ "id": "", │ "interrupted": false, │ "role": "assistant", │ "text": "Your order will be delivered on Friday.", @@ -306,22 +306,22 @@ span_tree: │ "contrib.livekit.events": [ │ { │ "attributes": { - │ "contrib.livekit.generation_id": "" + │ "contrib.livekit.generation_id": "" │ }, │ "name": "generation", │ "time_unix_ms": 0 │ }, │ { │ "attributes": { - │ "contrib.livekit.generation_id": "", - │ "contrib.livekit.parent_generation_id": "" + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" │ }, │ "name": "generation", │ "time_unix_ms": 0 │ } │ ], │ "contrib.livekit.generation_count": 2, - │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.generation_id": "", │ "contrib.livekit.interrupted": false, │ "contrib.livekit.playback_events": [ │ { @@ -334,13 +334,12 @@ span_tree: │ } │ ], │ "contrib.livekit.speech.queue_wait": 0, - │ "contrib.livekit.speech_id": "", + │ "contrib.livekit.speech_id": "", │ "gen_ai.agent.name": "default_agent", │ "gen_ai.operation.name": "invoke_agent", │ "scenario": "livekit-instrumentation", │ "testRunId": "", - │ "turn.id": "", - │ "turn.reply_to": "" + │ "turn.id": "" │ } │ context: { │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -371,8 +370,8 @@ span_tree: │ │ } │ │ ] │ │ metadata: { - │ │ "contrib.livekit.input_scope": "associated_user_turn", - │ │ "contrib.livekit.response.status": "completed", + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EW7Uc943NG6UzwjOjzSyS", │ │ "gen_ai.operation.name": "generate_content", │ │ "gen_ai.provider.name": "", │ │ "gen_ai.request.model": "gpt-realtime-mini", @@ -391,12 +390,10 @@ span_tree: │ │ "gen_ai.usage.text.input_tokens": 71, │ │ "gen_ai.usage.text.output_tokens": 24, │ │ "model": "gpt-realtime-mini", - │ │ "openai.response.id": "resp_EW7Uc943NG6UzwjOjzSyS", │ │ "provider": "", │ │ "scenario": "livekit-instrumentation", │ │ "testRunId": "", - │ │ "turn.id": "", - │ │ "turn.reply_to": "" + │ │ "turn.id": "" │ │ } │ │ metrics: { │ │ "cache_read_input_tokens": 0, @@ -414,6 +411,25 @@ span_tree: │ │ { │ │ "content": "Where is my order, DMO1042?", │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_6DibzcFAKe7bcMua" │ │ } │ │ ] │ │ output: [ @@ -426,8 +442,8 @@ span_tree: │ │ "continuation.tool_call_ids": [ │ │ "call_6DibzcFAKe7bcMua" │ │ ], - │ │ "contrib.livekit.input_scope": "associated_user_turn", - │ │ "contrib.livekit.response.status": "completed", + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EW7UdEm9Z48rmfsXBDPSv", │ │ "gen_ai.operation.name": "generate_content", │ │ "gen_ai.provider.name": "", │ │ "gen_ai.request.model": "gpt-realtime-mini", @@ -447,12 +463,10 @@ span_tree: │ │ "gen_ai.usage.text.input_tokens": 116, │ │ "gen_ai.usage.text.output_tokens": 16, │ │ "model": "gpt-realtime-mini", - │ │ "openai.response.id": "resp_EW7UdEm9Z48rmfsXBDPSv", │ │ "provider": "", │ │ "scenario": "livekit-instrumentation", │ │ "testRunId": "", - │ │ "turn.id": "", - │ │ "turn.reply_to": "" + │ │ "turn.id": "" │ │ } │ │ metrics: { │ │ "cache_read_input_tokens": 64, @@ -486,8 +500,7 @@ span_tree: │ │ "gen_ai.tool.type": "function", │ │ "scenario": "livekit-instrumentation", │ │ "testRunId": "", - │ │ "turn.id": "", - │ │ "turn.reply_to": "" + │ │ "turn.id": "" │ │ } │ │ context: { │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -496,6 +509,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, @@ -507,8 +527,7 @@ span_tree: │ ], │ "scenario": "livekit-instrumentation", │ "testRunId": "", - │ "turn.id": "", - │ "turn.reply_to": "" + │ "turn.id": "" │ } │ context: { │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.json new file mode 100644 index 000000000..bd7649a84 --- 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"/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Your order is in transit and is expected to be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, 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false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.txt new file mode 100644 index 000000000..d03e28788 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-reconnect.span-tree.txt @@ -0,0 +1,960 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-realtime-mini", + │ "model": "gpt-realtime-mini", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order is expected to be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is expected to be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxPIzYBRn7fo1GMnTvzG", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxPIzYBRn7fo1GMnTvzG", + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 71, + │ │ "gen_ai.usage.input_tokens": 109, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 71, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 109, + │ │ "tokens": 133 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_9vOsFalQjsJzYx2h" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is expected to be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_9vOsFalQjsJzYx2h" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxPJfXZ1YDhTnF8o9lux", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxPJfXZ1YDhTnF8o9lux", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 51, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 116, + │ │ "gen_ai.usage.input_tokens": 154, + │ │ "gen_ai.usage.output_audio_tokens": 51, + │ │ "gen_ai.usage.output_text_tokens": 20, + │ │ "gen_ai.usage.output_tokens": 71, + │ │ "gen_ai.usage.text.input_tokens": 116, + │ │ "gen_ai.usage.text.output_tokens": 20, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 71, + │ │ "prompt_tokens": 154, + │ │ "time_to_first_token": 0, + │ │ "tokens": 225 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_9vOsFalQjsJzYx2h", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order is in transit and is expected to be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is in transit and is expected to be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": "Your order is expected to be delivered on Friday.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxPMa2UlEAN6YtKEUlto", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxPMa2UlEAN6YtKEUlto", + │ │ "gen_ai.usage.audio.input_tokens": 37, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 37, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 99, + │ │ "gen_ai.usage.input_tokens": 136, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 99, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 136, + │ │ "tokens": 160 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": "Your order is expected to be delivered on Friday.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_CVJk54UwHvOkOTq0" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is in transit and is expected to be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_CVJk54UwHvOkOTq0" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxPOJQ8elk1OdQieiL8w", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxPOJQ8elk1OdQieiL8w", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 37, + │ │ "gen_ai.usage.audio.output_tokens": 65, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 37, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 144, + │ │ "gen_ai.usage.input_tokens": 181, + │ │ "gen_ai.usage.output_audio_tokens": 65, + │ │ "gen_ai.usage.output_text_tokens": 26, + │ │ "gen_ai.usage.output_tokens": 91, + │ │ "gen_ai.usage.text.input_tokens": 144, + │ │ "gen_ai.usage.text.output_tokens": 26, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 91, + │ │ "prompt_tokens": 181, + │ │ "time_to_first_token": 0, + │ │ "tokens": 272 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_CVJk54UwHvOkOTq0", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-recovered.span-tree.json similarity index 58% rename from e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json rename to e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-recovered.span-tree.json index 8788f0174..b59b1db49 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-recovered.span-tree.json @@ -161,18 +161,18 @@ { "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", "role": "tool", - "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + "tool_call_id": "call_0RwgHcEEw5E8ZuTCXMToa8Xd" } ], "output": [ { - "content": "Your order will be delivered on Friday.", + "content": "Your order 1042 will be delivered on Friday.", "role": "assistant" } ], "metadata": { "continuation.tool_call_ids": [ - "call_bENodbPAhcTV6SVZ3i3LTDEF" + "call_0RwgHcEEw5E8ZuTCXMToa8Xd" ], "contrib.livekit.function_tools": "[\"lookup_order\"]", "contrib.livekit.response.ttft": 0, @@ -185,10 +185,10 @@ "turn.id": "" }, "metrics": { - "completion_tokens": 9, + "completion_tokens": 12, "prompt_tokens": 125, "time_to_first_token": 0, - "tokens": 134 + "tokens": 137 }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -213,7 +213,7 @@ "contrib.livekit.function_tool.name": "lookup_order", "gen_ai.agent.name": "default_agent", "gen_ai.operation.name": "execute_tool", - "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", + "gen_ai.tool.call.id": "call_0RwgHcEEw5E8ZuTCXMToa8Xd", "gen_ai.tool.name": "lookup_order", "gen_ai.tool.type": "function", "scenario": "livekit-instrumentation", @@ -244,7 +244,7 @@ "contrib.livekit.tts_metrics": { "audioDurationMs": 0, "cancelled": false, - "charactersCount": 39, + "charactersCount": 44, "durationMs": 0, "inputTokens": 0, "label": "openai.TTS", @@ -253,7 +253,7 @@ "modelProvider": "" }, "outputTokens": 0, - "requestId": "", + "requestId": "", "streamed": false, "timestamp": 0, "ttfbMs": 0, @@ -276,7 +276,7 @@ "contrib.livekit.tts_metrics": { "audioDurationMs": 0, "cancelled": false, - "charactersCount": 39, + "charactersCount": 44, "durationMs": 0, "inputTokens": 0, "label": "openai.TTS", @@ -285,7 +285,7 @@ "modelProvider": "" }, "outputTokens": 0, - "requestId": "", + "requestId": "", "streamed": true, "timestamp": 0, "ttfbMs": 0, @@ -323,6 +323,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, @@ -330,90 +337,6 @@ "recording_id": "call-0000", "recording_span_id": "", "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0001", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0002", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0003", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0004", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0005", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0006", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0007", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0008", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0009", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0010", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0011", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0012", - "recording_span_id": "", - "start_offset_ms": 0 } ], "scenario": "livekit-instrumentation", @@ -443,12 +366,18 @@ ] }, { - "content": "Your order will be delivered on Friday.", + "content": "Your order 1042 will be delivered on Friday.", "role": "assistant" } ], "metadata": { - "audio.selection": null, + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, @@ -456,98 +385,14 @@ "recording_id": "call-0000", "recording_span_id": "", "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0001", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0002", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0003", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0004", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0005", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0006", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0007", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0008", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0009", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0010", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0011", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0012", - "recording_span_id": "", - "start_offset_ms": 0 } ], "contrib.livekit.committed_messages": { - "": { + "": { "id": "", - "interrupted": false, + "interrupted": true, "role": "assistant", - "text": "Your order will be delivered on Friday.", + "text": "Your order 1042 will be delivered on Friday.", "turn_span_id": "" } }, @@ -570,11 +415,11 @@ ], "contrib.livekit.generation_count": 2, "contrib.livekit.generation_id": "", - "contrib.livekit.interrupted": false, + "contrib.livekit.interrupted": true, "contrib.livekit.playback_events": [ { "attributes": { - "interrupted": false, + "interrupted": true, "playbackPosition": 0 }, "name": "playbackFinished", @@ -596,88 +441,161 @@ } }, { - "name": "livekit.session_close", + "name": "assistant_turn", "type": "task", "children": [ { - "name": "livekit.drain_agent_activity", - "type": "task", - "children": [ + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ { - "name": "livekit.on_exit", - "type": "task", - "children": [], - "metadata": { - "contrib.livekit.agent_label": "default_agent", - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_0RwgHcEEw5E8ZuTCXMToa8Xd" + }, + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + }, + { + "content": "Sorry, please repeat the delivery day.", + "role": "user" + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" } ], "metadata": { - "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", "scenario": "livekit-instrumentation", - "testRunId": "" + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 12, + "prompt_tokens": 152, + "time_to_first_token": 0, + "tokens": 164 }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", "caller_functionname": "ScenarioProcessor.onStart", "caller_lineno": 0 } - } - ], - "metadata": { - "contrib.livekit.close.drain": false, - "contrib.livekit.close_reason": "user_initiated", - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "user_turn", - "type": "task", - "children": [ + }, { - "name": "livekit.eou_wait", + "name": "tts", "type": "task", "children": [ { - "name": "livekit.eou_detection", + "name": "livekit.tts_request", "type": "task", - "children": [], - "metadata": { - "contrib.livekit.eou.endpointing_delay": 0.3, - "contrib.livekit.eou.from_cache": false, - "contrib.livekit.eou.language": "", - "contrib.livekit.eou.source": "manual", - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 } } ], "metadata": { - "contrib.livekit.eou.endpointing_delay": 0.3, - "contrib.livekit.eou.not_committed_count": 0, - "contrib.livekit.eou.outcome": "committed", - "contrib.livekit.eou.rearm_count": 0, - "contrib.livekit.eou.source": "manual", - "contrib.livekit.eou.wait_duration": 0, + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", "scenario": "livekit-instrumentation", "testRunId": "", "turn.id": "" @@ -687,412 +605,245 @@ "caller_functionname": "ScenarioProcessor.onStart", "caller_lineno": 0 } - } - ], - "input": [ - { - "content": "", - "role": "user" - } - ], - "metadata": { - "contrib.livekit.end_of_turn_delay": 0, - "contrib.livekit.transcript_confidence": 0, - "contrib.livekit.transcription_delay": 0, - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - } - ], - "input": { - "audio": { - "call-0000": { - "content_type": "audio/ogg", - "filename": "call-0000.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0001": { - "content_type": "audio/ogg", - "filename": "call-0001.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0002": { - "content_type": "audio/ogg", - "filename": "call-0002.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0003": { - "content_type": "audio/ogg", - "filename": "call-0003.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0004": { - "content_type": "audio/ogg", - "filename": "call-0004.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0005": { - "content_type": "audio/ogg", - "filename": "call-0005.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0006": { - "content_type": "audio/ogg", - "filename": "call-0006.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0007": { - "content_type": "audio/ogg", - "filename": "call-0007.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0008": { - "content_type": "audio/ogg", - "filename": "call-0008.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0009": { - "content_type": "audio/ogg", - "filename": "call-0009.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0010": { - "content_type": "audio/ogg", - "filename": "call-0010.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0011": { - "content_type": "audio/ogg", - "filename": "call-0011.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0012": { - "content_type": "audio/ogg", - "filename": "call-0012.ogg", - "key": "", - "type": "braintrust_attachment" - } - } - }, - "metadata": { - "audio.recordings": [ - { - "attachment": { - "ref": "/input/audio/call-0000", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0001", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0002", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0003", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0004", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0005", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0006", - "span_id": "" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 } - }, - { - "attachment": { - "ref": "/input/audio/call-0007", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" } - }, - { - "attachment": { - "ref": "/input/audio/call-0008", - "span_id": "" + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ + "audio.selections": [ { - "boundary": "local_audio_output", - "channel_index": 1 + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 } ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0009", - "span_id": "" + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order 1042 will be delivered on Friday.", + "turn_span_id": "" + } }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ + "contrib.livekit.events": [ { - "boundary": "local_audio_output", - "channel_index": 1 + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 } ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0010", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ { - "boundary": "local_audio_output", - "channel_index": 1 + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 } ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" }, - { - "attachment": { - "ref": "/input/audio/call-0011", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ { "attachment": { - "ref": "/input/audio/call-0012", + "ref": "/input/audio/call-0000", "span_id": "" }, "channel_count": 2, "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", + "id": "", + "mime_type": "audio/wav", "recording_group_id": "call", - "sample_rate_hz": 48000, + "sample_rate_hz": 24000, "sources": [ { "boundary": "local_audio_output", @@ -1118,10 +869,16 @@ ], "contrib.livekit.committed_messages": { "": { - "id": "", + "id": "", "interrupted": false, "role": "user", "text": "Hi, could you check order 1042 for me?" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Sorry, please repeat the delivery day." } }, "contrib.livekit.events": [ @@ -1149,6 +906,30 @@ "name": "agent_state_changed", "time_unix_ms": 0 }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, { "attributes": { "contrib.livekit.new_state": "listening", diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-recovered.span-tree.txt similarity index 56% rename from e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt rename to e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-recovered.span-tree.txt index 00570e0f2..37f1da47b 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-segments.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-recovered.span-tree.txt @@ -3,82 +3,10 @@ span_tree: input: { "audio": { "call-0000": { - "content_type": "audio/ogg", - "filename": "call-0000.ogg", + "content_type": "audio/wav", + "filename": "call-0000.wav", "key": "", "type": "braintrust_attachment" - }, - "call-0001": { - "content_type": "audio/ogg", - "filename": "call-0001.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0002": { - "content_type": "audio/ogg", - "filename": "call-0002.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0003": { - "content_type": "audio/ogg", - "filename": "call-0003.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0004": { - "content_type": "audio/ogg", - "filename": "call-0004.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0005": { - "content_type": "audio/ogg", - "filename": "call-0005.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0006": { - "content_type": "audio/ogg", - "filename": "call-0006.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0007": { - "content_type": "audio/ogg", - "filename": "call-0007.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0008": { - "content_type": "audio/ogg", - "filename": "call-0008.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0009": { - "content_type": "audio/ogg", - "filename": "call-0009.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0010": { - "content_type": "audio/ogg", - "filename": "call-0010.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0011": { - "content_type": "audio/ogg", - "filename": "call-0011.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0012": { - "content_type": "audio/ogg", - "filename": "call-0012.ogg", - "key": "", - "type": "braintrust_attachment" } } } @@ -92,9 +20,9 @@ span_tree: "channel_count": 2, "duration_ms": 0, "id": "", - "mime_type": "audio/ogg", + "mime_type": "audio/wav", "recording_group_id": "call", - "sample_rate_hz": 48000, + "sample_rate_hz": 24000, "sources": [ { "boundary": "local_audio_output", @@ -107,342 +35,84 @@ span_tree: "origin_unix_ms": 0, "recording_start_offset_ms": 0 } - }, + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ { - "attachment": { - "ref": "/input/audio/call-0001", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" }, - { - "attachment": { - "ref": "/input/audio/call-0002", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, + "": { "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0003", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, + "interrupted": false, + "role": "user", + "text": "Sorry, please repeat the delivery day." + } + }, + "contrib.livekit.events": [ { - "attachment": { - "ref": "/input/audio/call-0004", - "span_id": "" + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "name": "agent_state_changed", + "time_unix_ms": 0 }, { - "attachment": { - "ref": "/input/audio/call-0005", - "span_id": "" + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "name": "agent_state_changed", + "time_unix_ms": 0 }, { - "attachment": { - "ref": "/input/audio/call-0006", - "span_id": "" + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "name": "agent_state_changed", + "time_unix_ms": 0 }, { - "attachment": { - "ref": "/input/audio/call-0007", - "span_id": "" + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "name": "agent_state_changed", + "time_unix_ms": 0 }, { - "attachment": { - "ref": "/input/audio/call-0008", - "span_id": "" + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "name": "agent_state_changed", + "time_unix_ms": 0 }, { - "attachment": { - "ref": "/input/audio/call-0009", - "span_id": "" + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } + "name": "agent_state_changed", + "time_unix_ms": 0 }, { - "attachment": { - "ref": "/input/audio/call-0010", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0011", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0012", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - } - ], - "contrib.livekit.agent_label": "default_agent", - "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", - "contrib.livekit.audio.input_formats": [], - "contrib.livekit.audio.output_formats": [ - { - "channel_count": 1, - "sample_rate_hz": 24000 - } - ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Hi, could you check order 1042 for me?" - } - }, - "contrib.livekit.events": [ - { - "attributes": { - "contrib.livekit.new_state": "listening", - "contrib.livekit.old_state": "initializing" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "thinking", - "contrib.livekit.old_state": "listening" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "speaking", - "contrib.livekit.old_state": "thinking" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "listening", - "contrib.livekit.old_state": "speaking" + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" }, "name": "agent_state_changed", "time_unix_ms": 0 @@ -509,26 +179,353 @@ span_tree: ├── assistant_turn [task] │ output: [ │ { - │ "content": null, - │ "role": "assistant", - │ "tool_calls": [ - │ { - │ "function": { - │ "arguments": "{\"order_id\":\"1042\"}", - │ "name": "lookup_order" - │ }, - │ "id": "", - │ "type": "function" - │ } - │ ] - │ }, - │ { - │ "content": "Your order will be delivered on Friday.", + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order 1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": true, + │ "role": "assistant", + │ "text": "Your order 1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": true, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": true, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_0RwgHcEEw5E8ZuTCXMToa8Xd" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_0RwgHcEEw5E8ZuTCXMToa8Xd" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 137 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_0RwgHcEEw5E8ZuTCXMToa8Xd", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order 1042 will be delivered on Friday.", │ "role": "assistant" │ } │ ] │ metadata: { - │ "audio.selection": null, + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, @@ -536,120 +533,28 @@ span_tree: │ "recording_id": "call-0000", │ "recording_span_id": "", │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0001", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0002", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0003", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0004", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0005", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0006", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0007", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0008", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0009", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0010", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0011", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0012", - │ "recording_span_id": "", - │ "start_offset_ms": 0 │ } │ ], │ "contrib.livekit.committed_messages": { - │ "": { + │ "": { │ "id": "", │ "interrupted": false, │ "role": "assistant", - │ "text": "Your order will be delivered on Friday.", + │ "text": "Your order 1042 will be delivered on Friday.", │ "turn_span_id": "" │ } │ }, │ "contrib.livekit.events": [ │ { │ "attributes": { - │ "contrib.livekit.generation_id": "" - │ }, - │ "name": "generation", - │ "time_unix_ms": 0 - │ }, - │ { - │ "attributes": { - │ "contrib.livekit.generation_id": "", - │ "contrib.livekit.parent_generation_id": "" + │ "contrib.livekit.generation_id": "" │ }, │ "name": "generation", │ "time_unix_ms": 0 │ } │ ], - │ "contrib.livekit.generation_count": 2, - │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", │ "contrib.livekit.interrupted": false, │ "contrib.livekit.playback_events": [ │ { @@ -662,7 +567,7 @@ span_tree: │ } │ ], │ "contrib.livekit.speech.queue_wait": 0, - │ "contrib.livekit.speech_id": "", + │ "contrib.livekit.speech_id": "", │ "gen_ai.agent.name": "default_agent", │ "gen_ai.operation.name": "invoke_agent", │ "scenario": "livekit-instrumentation", @@ -683,12 +588,6 @@ span_tree: │ │ { │ │ "content": "Hi, could you check order 1042 for me?", │ │ "role": "user" - │ │ } - │ │ ] - │ │ output: [ - │ │ { - │ │ "content": null, - │ │ "role": "assistant" │ │ }, │ │ { │ │ "content": null, @@ -703,70 +602,28 @@ span_tree: │ │ "type": "function" │ │ } │ │ ] - │ │ } - │ │ ] - │ │ metadata: { - │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", - │ │ "contrib.livekit.response.ttft": 0, - │ │ "gen_ai.provider.name": "", - │ │ "gen_ai.request.model": "gpt-4.1-nano", - │ │ "model": "gpt-4.1-nano", - │ │ "provider": "", - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ metrics: { - │ │ "completion_tokens": 16, - │ │ "prompt_tokens": 84, - │ │ "time_to_first_token": 0, - │ │ "tokens": 100 - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ ├── llm_response [llm] - │ │ input: [ - │ │ { - │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", - │ │ "role": "system" │ │ }, │ │ { - │ │ "content": "Hi, could you check order 1042 for me?", - │ │ "role": "user" + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_0RwgHcEEw5E8ZuTCXMToa8Xd" │ │ }, │ │ { - │ │ "content": null, - │ │ "role": "assistant", - │ │ "tool_calls": [ - │ │ { - │ │ "function": { - │ │ "arguments": "{\"order_id\":\"1042\"}", - │ │ "name": "lookup_order" - │ │ }, - │ │ "id": "", - │ │ "type": "function" - │ │ } - │ │ ] + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" │ │ }, │ │ { - │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", - │ │ "role": "tool", - │ │ "tool_call_id": "call_bENodbPAhcTV6SVZ3i3LTDEF" + │ │ "content": "Sorry, please repeat the delivery day.", + │ │ "role": "user" │ │ } │ │ ] │ │ output: [ │ │ { - │ │ "content": "Your order will be delivered on Friday.", + │ │ "content": "Your order 1042 will be delivered on Friday.", │ │ "role": "assistant" │ │ } │ │ ] │ │ metadata: { - │ │ "continuation.tool_call_ids": [ - │ │ "call_bENodbPAhcTV6SVZ3i3LTDEF" - │ │ ], │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", │ │ "contrib.livekit.response.ttft": 0, │ │ "gen_ai.provider.name": "", @@ -778,36 +635,10 @@ span_tree: │ │ "turn.id": "" │ │ } │ │ metrics: { - │ │ "completion_tokens": 9, - │ │ "prompt_tokens": 125, + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 152, │ │ "time_to_first_token": 0, - │ │ "tokens": 134 - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ ├── lookup_order [tool] - │ │ input: { - │ │ "order_id": "1042" - │ │ } - │ │ output: { - │ │ "delivery": "Friday", - │ │ "order_id": "1042", - │ │ "status": "in_transit" - │ │ } - │ │ metadata: { - │ │ "contrib.livekit.function_tool.is_error": false, - │ │ "contrib.livekit.function_tool.name": "lookup_order", - │ │ "gen_ai.agent.name": "default_agent", - │ │ "gen_ai.operation.name": "execute_tool", - │ │ "gen_ai.tool.call.id": "call_bENodbPAhcTV6SVZ3i3LTDEF", - │ │ "gen_ai.tool.name": "lookup_order", - │ │ "gen_ai.tool.type": "function", - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" + │ │ "tokens": 164 │ │ } │ │ context: { │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -837,7 +668,7 @@ span_tree: │ │ "contrib.livekit.tts_metrics": { │ │ "audioDurationMs": 0, │ │ "cancelled": false, - │ │ "charactersCount": 39, + │ │ "charactersCount": 44, │ │ "durationMs": 0, │ │ "inputTokens": 0, │ │ "label": "openai.TTS", @@ -846,7 +677,7 @@ span_tree: │ │ "modelProvider": "" │ │ }, │ │ "outputTokens": 0, - │ │ "requestId": "", + │ │ "requestId": "", │ │ "streamed": true, │ │ "timestamp": 0, │ │ "ttfbMs": 0, @@ -868,7 +699,7 @@ span_tree: │ │ "contrib.livekit.tts_metrics": { │ │ "audioDurationMs": 0, │ │ "cancelled": false, - │ │ "charactersCount": 39, + │ │ "charactersCount": 44, │ │ "durationMs": 0, │ │ "inputTokens": 0, │ │ "label": "openai.TTS", @@ -877,7 +708,7 @@ span_tree: │ │ "modelProvider": "" │ │ }, │ │ "outputTokens": 0, - │ │ "requestId": "", + │ │ "requestId": "", │ │ "streamed": false, │ │ "timestamp": 0, │ │ "ttfbMs": 0, @@ -894,6 +725,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, @@ -901,90 +739,6 @@ span_tree: │ "recording_id": "call-0000", │ "recording_span_id": "", │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0001", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0002", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0003", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0004", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0005", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0006", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0007", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0008", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0009", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0010", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0011", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0012", - │ "recording_span_id": "", - │ "start_offset_ms": 0 │ } │ ], │ "scenario": "livekit-instrumentation", diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json deleted file mode 100644 index 193ca942c..000000000 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.json +++ /dev/null @@ -1,1569 +0,0 @@ -{ - "span_tree": [ - { - "name": "livekit.agent_session", - "type": "task", - "children": [ - { - "name": "livekit.session_start", - "type": "task", - "children": [ - { - "name": "livekit.start_agent_activity", - "type": "task", - "children": [ - { - "name": "livekit.setup_toolsets", - "type": "task", - "children": [], - "metadata": { - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "livekit.on_enter", - "type": "task", - "children": [], - "metadata": { - "contrib.livekit.agent_label": "default_agent", - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - } - ], - "metadata": { - "contrib.livekit.agent_label": "default_agent", - "gen_ai.agent.name": "default_agent", - "gen_ai.operation.name": "create_agent", - "gen_ai.provider.name": "", - "gen_ai.request.model": "gpt-4.1-nano", - "model": "gpt-4.1-nano", - "provider": "", - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - } - ], - "metadata": { - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "assistant_turn", - "type": "task", - "children": [ - { - "name": "llm_response", - "type": "llm", - "children": [], - "input": [ - { - "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", - "role": "system" - }, - { - "content": "Hi, could you check order 1042 for me?", - "role": "user" - } - ], - "output": [ - { - "content": null, - "role": "assistant" - }, - { - "content": null, - "role": "assistant", - "tool_calls": [ - { - "function": { - "arguments": "{\"order_id\":\"1042\"}", - "name": "lookup_order" - }, - "id": "", - "type": "function" - } - ] - } - ], - "metadata": { - "contrib.livekit.function_tools": "[\"lookup_order\"]", - "contrib.livekit.response.ttft": 0, - "gen_ai.provider.name": "", - "gen_ai.request.model": "gpt-4.1-nano", - "model": "gpt-4.1-nano", - "provider": "", - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "metrics": { - "completion_tokens": 16, - "prompt_tokens": 84, - "time_to_first_token": 0, - "tokens": 100 - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "llm_response", - "type": "llm", - "children": [], - "input": [ - { - "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", - "role": "system" - }, - { - "content": "Hi, could you check order 1042 for me?", - "role": "user" - }, - { - "content": null, - "role": "assistant", - "tool_calls": [ - { - "function": { - "arguments": "{\"order_id\":\"1042\"}", - "name": "lookup_order" - }, - "id": "", - "type": "function" - } - ] - }, - { - "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", - "role": "tool", - "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" - } - ], - "output": [ - { - "content": "Your order 1042 will be delivered on Friday.", - "role": "assistant" - } - ], - "metadata": { - "continuation.tool_call_ids": [ - "call_BkfCAV8jhVgzswMe2B76auwE" - ], - "contrib.livekit.function_tools": "[\"lookup_order\"]", - "contrib.livekit.response.ttft": 0, - "gen_ai.provider.name": "", - "gen_ai.request.model": "gpt-4.1-nano", - "model": "gpt-4.1-nano", - "provider": "", - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "metrics": { - "completion_tokens": 12, - "prompt_tokens": 125, - "time_to_first_token": 0, - "tokens": 137 - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "lookup_order", - "type": "tool", - "children": [], - "input": { - "order_id": "1042" - }, - "output": { - "delivery": "Friday", - "order_id": "1042", - "status": "in_transit" - }, - "metadata": { - "contrib.livekit.function_tool.is_error": false, - "contrib.livekit.function_tool.name": "lookup_order", - "gen_ai.agent.name": "default_agent", - "gen_ai.operation.name": "execute_tool", - "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", - "gen_ai.tool.name": "lookup_order", - "gen_ai.tool.type": "function", - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "tts", - "type": "task", - "children": [ - { - "name": "livekit.tts_request", - "type": "task", - "children": [ - { - "name": "livekit.tts_request", - "type": "task", - "children": [], - "metadata": { - "contrib.livekit.tts.label": "openai.TTS", - "contrib.livekit.tts.streaming": false, - "contrib.livekit.tts_metrics": { - "audioDurationMs": 0, - "cancelled": false, - "charactersCount": 44, - "durationMs": 0, - "inputTokens": 0, - "label": "openai.TTS", - "metadata": { - "modelName": "gpt-4o-mini-tts", - "modelProvider": "" - }, - "outputTokens": 0, - "requestId": "", - "streamed": false, - "timestamp": 0, - "ttfbMs": 0, - "type": "tts_metrics" - }, - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - } - ], - "metadata": { - "contrib.livekit.tts.label": "openai.TTS", - "contrib.livekit.tts.streaming": true, - "contrib.livekit.tts_metrics": { - "audioDurationMs": 0, - "cancelled": false, - "charactersCount": 44, - "durationMs": 0, - "inputTokens": 0, - "label": "openai.TTS", - "metadata": { - "modelName": "gpt-4o-mini-tts", - "modelProvider": "" - }, - "outputTokens": 0, - "requestId": "", - "streamed": true, - "timestamp": 0, - "ttfbMs": 0, - "type": "tts_metrics" - }, - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - } - ], - "metadata": { - "contrib.livekit.response.ttfb": 0, - "gen_ai.provider.name": "", - "gen_ai.request.model": "gpt-4o-mini-tts", - "model": "gpt-4o-mini-tts", - "provider": "", - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - }, - { - "name": "livekit.agent_speaking", - "type": "task", - "children": [], - "metadata": { - "audio.selections": [ - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0000", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0001", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0002", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0003", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - "recording_id": "call-0004", - "recording_span_id": "", - "start_offset_ms": 0 - }, - { - "channel_index": 1, - "end_offset_ms": 0, - 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"sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0019", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0020", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0021", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - } - ], - "contrib.livekit.agent_label": "default_agent", - "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", - "contrib.livekit.audio.input_formats": [], - "contrib.livekit.audio.output_formats": [ - { - "channel_count": 1, - "sample_rate_hz": 24000 - } - ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Hi, could you check order 1042 for me?" - } - }, - "contrib.livekit.events": [ - { - "attributes": { - "contrib.livekit.new_state": "listening", - "contrib.livekit.old_state": "initializing" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "thinking", - "contrib.livekit.old_state": "listening" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "speaking", - "contrib.livekit.old_state": "thinking" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "listening", - "contrib.livekit.old_state": "speaking" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - } - ], - "gen_ai.operation.name": "invoke_workflow", - "gen_ai.workflow.name": "agent_session", - "scenario": "livekit-instrumentation", - "testRunId": "" - }, - "context": { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - } - ] -} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt deleted file mode 100644 index 7fb7904b3..000000000 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-segments.span-tree.txt +++ /dev/null @@ -1,1480 +0,0 @@ -span_tree: -└── livekit.agent_session [task] - input: { - "audio": { - "call-0000": { - "content_type": "audio/ogg", - "filename": "call-0000.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0001": { - "content_type": "audio/ogg", - "filename": "call-0001.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0002": { - "content_type": "audio/ogg", - "filename": "call-0002.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0003": { - "content_type": "audio/ogg", - "filename": "call-0003.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0004": { - "content_type": "audio/ogg", - "filename": "call-0004.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0005": { - "content_type": "audio/ogg", - "filename": "call-0005.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0006": { - "content_type": "audio/ogg", - "filename": "call-0006.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0007": { - "content_type": "audio/ogg", - "filename": "call-0007.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0008": { - "content_type": "audio/ogg", - "filename": "call-0008.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0009": { - "content_type": "audio/ogg", - "filename": "call-0009.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0010": { - "content_type": "audio/ogg", - "filename": "call-0010.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0011": { - "content_type": "audio/ogg", - "filename": "call-0011.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0012": { - "content_type": "audio/ogg", - "filename": "call-0012.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0013": { - "content_type": "audio/ogg", - "filename": "call-0013.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0014": { - "content_type": "audio/ogg", - "filename": "call-0014.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0015": { - "content_type": "audio/ogg", - "filename": "call-0015.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0016": { - "content_type": "audio/ogg", - "filename": "call-0016.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0017": { - "content_type": "audio/ogg", - "filename": "call-0017.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0018": { - "content_type": "audio/ogg", - "filename": "call-0018.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0019": { - "content_type": "audio/ogg", - "filename": "call-0019.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0020": { - "content_type": "audio/ogg", - "filename": "call-0020.ogg", - "key": "", - "type": "braintrust_attachment" - }, - "call-0021": { - "content_type": "audio/ogg", - "filename": "call-0021.ogg", - "key": "", - "type": "braintrust_attachment" - } - } - } - metadata: { - "audio.recordings": [ - { - "attachment": { - "ref": "/input/audio/call-0000", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0001", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0002", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0003", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0004", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0005", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0006", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0007", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0008", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0009", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0010", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0011", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0012", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0013", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0014", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0015", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0016", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0017", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0018", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0019", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0020", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - }, - { - "attachment": { - "ref": "/input/audio/call-0021", - "span_id": "" - }, - "channel_count": 2, - "duration_ms": 0, - "id": "", - "mime_type": "audio/ogg", - "recording_group_id": "call", - "sample_rate_hz": 48000, - "sources": [ - { - "boundary": "local_audio_output", - "channel_index": 1 - } - ], - "state": "ready", - "timeline": { - "basis": "local_input_arrival_and_output_playout", - "origin_unix_ms": 0, - "recording_start_offset_ms": 0 - } - } - ], - "contrib.livekit.agent_label": "default_agent", - "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", - "contrib.livekit.audio.input_formats": [], - "contrib.livekit.audio.output_formats": [ - { - "channel_count": 1, - "sample_rate_hz": 24000 - } - ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Hi, could you check order 1042 for me?" - } - }, - "contrib.livekit.events": [ - { - "attributes": { - "contrib.livekit.new_state": "listening", - "contrib.livekit.old_state": "initializing" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "thinking", - "contrib.livekit.old_state": "listening" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "speaking", - "contrib.livekit.old_state": "thinking" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - }, - { - "attributes": { - "contrib.livekit.new_state": "listening", - "contrib.livekit.old_state": "speaking" - }, - "name": "agent_state_changed", - "time_unix_ms": 0 - } - ], - "gen_ai.operation.name": "invoke_workflow", - "gen_ai.workflow.name": "agent_session", - "scenario": "livekit-instrumentation", - "testRunId": "" - } - context: { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - ├── livekit.session_start [task] - │ metadata: { - │ "scenario": "livekit-instrumentation", - │ "testRunId": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - │ └── livekit.start_agent_activity [task] - │ metadata: { - │ "contrib.livekit.agent_label": "default_agent", - │ "gen_ai.agent.name": "default_agent", - │ "gen_ai.operation.name": "create_agent", - │ "gen_ai.provider.name": "", - │ "gen_ai.request.model": "gpt-4.1-nano", - │ "model": "gpt-4.1-nano", - │ "provider": "", - │ "scenario": "livekit-instrumentation", - │ "testRunId": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - │ ├── livekit.setup_toolsets [task] - │ │ metadata: { - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "" - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ └── livekit.on_enter [task] - │ metadata: { - │ "contrib.livekit.agent_label": "default_agent", - │ "scenario": "livekit-instrumentation", - │ "testRunId": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - ├── assistant_turn [task] - │ output: [ - │ { - │ "content": null, - │ "role": "assistant", - │ "tool_calls": [ - │ { - │ "function": { - │ "arguments": "{\"order_id\":\"1042\"}", - │ "name": "lookup_order" - │ }, - │ "id": "", - │ "type": "function" - │ } - │ ] - │ }, - │ { - │ "content": "Your order 1042 will be delivered on Friday.", - │ "role": "assistant" - │ } - │ ] - │ metadata: { - │ "audio.selection": null, - │ "audio.selections": [ - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0000", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0001", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0002", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0003", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0004", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0005", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0006", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0007", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0008", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0009", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0010", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0011", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0012", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0013", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0014", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0015", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0016", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0017", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0018", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0019", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0020", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0021", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ } - │ ], - │ "contrib.livekit.committed_messages": { - │ "": { - │ "id": "", - │ "interrupted": false, - │ "role": "assistant", - │ "text": "Your order 1042 will be delivered on Friday.", - │ "turn_span_id": "" - │ } - │ }, - │ "contrib.livekit.events": [ - │ { - │ "attributes": { - │ "contrib.livekit.generation_id": "" - │ }, - │ "name": "generation", - │ "time_unix_ms": 0 - │ }, - │ { - │ "attributes": { - │ "contrib.livekit.generation_id": "", - │ "contrib.livekit.parent_generation_id": "" - │ }, - │ "name": "generation", - │ "time_unix_ms": 0 - │ } - │ ], - │ "contrib.livekit.generation_count": 2, - │ "contrib.livekit.generation_id": "", - │ "contrib.livekit.interrupted": false, - │ "contrib.livekit.playback_events": [ - │ { - │ "attributes": { - │ "interrupted": false, - │ "playbackPosition": 0 - │ }, - │ "name": "playbackFinished", - │ "time_unix_ms": 0 - │ } - │ ], - │ "contrib.livekit.speech.queue_wait": 0, - │ "contrib.livekit.speech_id": "", - │ "gen_ai.agent.name": "default_agent", - │ "gen_ai.operation.name": "invoke_agent", - │ "scenario": "livekit-instrumentation", - │ "testRunId": "", - │ "turn.id": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - │ ├── llm_response [llm] - │ │ input: [ - │ │ { - │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", - │ │ "role": "system" - │ │ }, - │ │ { - │ │ "content": "Hi, could you check order 1042 for me?", - │ │ "role": "user" - │ │ } - │ │ ] - │ │ output: [ - │ │ { - │ │ "content": null, - │ │ "role": "assistant" - │ │ }, - │ │ { - │ │ "content": null, - │ │ "role": "assistant", - │ │ "tool_calls": [ - │ │ { - │ │ "function": { - │ │ "arguments": "{\"order_id\":\"1042\"}", - │ │ "name": "lookup_order" - │ │ }, - │ │ "id": "", - │ │ "type": "function" - │ │ } - │ │ ] - │ │ } - │ │ ] - │ │ metadata: { - │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", - │ │ "contrib.livekit.response.ttft": 0, - │ │ "gen_ai.provider.name": "", - │ │ "gen_ai.request.model": "gpt-4.1-nano", - │ │ "model": "gpt-4.1-nano", - │ │ "provider": "", - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ metrics: { - │ │ "completion_tokens": 16, - │ │ "prompt_tokens": 84, - │ │ "time_to_first_token": 0, - │ │ "tokens": 100 - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ ├── llm_response [llm] - │ │ input: [ - │ │ { - │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", - │ │ "role": "system" - │ │ }, - │ │ { - │ │ "content": "Hi, could you check order 1042 for me?", - │ │ "role": "user" - │ │ }, - │ │ { - │ │ "content": null, - │ │ "role": "assistant", - │ │ "tool_calls": [ - │ │ { - │ │ "function": { - │ │ "arguments": "{\"order_id\":\"1042\"}", - │ │ "name": "lookup_order" - │ │ }, - │ │ "id": "", - │ │ "type": "function" - │ │ } - │ │ ] - │ │ }, - │ │ { - │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", - │ │ "role": "tool", - │ │ "tool_call_id": "call_BkfCAV8jhVgzswMe2B76auwE" - │ │ } - │ │ ] - │ │ output: [ - │ │ { - │ │ "content": "Your order 1042 will be delivered on Friday.", - │ │ "role": "assistant" - │ │ } - │ │ ] - │ │ metadata: { - │ │ "continuation.tool_call_ids": [ - │ │ "call_BkfCAV8jhVgzswMe2B76auwE" - │ │ ], - │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", - │ │ "contrib.livekit.response.ttft": 0, - │ │ "gen_ai.provider.name": "", - │ │ "gen_ai.request.model": "gpt-4.1-nano", - │ │ "model": "gpt-4.1-nano", - │ │ "provider": "", - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ metrics: { - │ │ "completion_tokens": 12, - │ │ "prompt_tokens": 125, - │ │ "time_to_first_token": 0, - │ │ "tokens": 137 - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ ├── lookup_order [tool] - │ │ input: { - │ │ "order_id": "1042" - │ │ } - │ │ output: { - │ │ "delivery": "Friday", - │ │ "order_id": "1042", - │ │ "status": "in_transit" - │ │ } - │ │ metadata: { - │ │ "contrib.livekit.function_tool.is_error": false, - │ │ "contrib.livekit.function_tool.name": "lookup_order", - │ │ "gen_ai.agent.name": "default_agent", - │ │ "gen_ai.operation.name": "execute_tool", - │ │ "gen_ai.tool.call.id": "call_BkfCAV8jhVgzswMe2B76auwE", - │ │ "gen_ai.tool.name": "lookup_order", - │ │ "gen_ai.tool.type": "function", - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ ├── tts [task] - │ │ metadata: { - │ │ "contrib.livekit.response.ttfb": 0, - │ │ "gen_ai.provider.name": "", - │ │ "gen_ai.request.model": "gpt-4o-mini-tts", - │ │ "model": "gpt-4o-mini-tts", - │ │ "provider": "", - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ │ └── livekit.tts_request [task] - │ │ metadata: { - │ │ "contrib.livekit.tts.label": "openai.TTS", - │ │ "contrib.livekit.tts.streaming": true, - │ │ "contrib.livekit.tts_metrics": { - │ │ "audioDurationMs": 0, - │ │ "cancelled": false, - │ │ "charactersCount": 44, - │ │ "durationMs": 0, - │ │ "inputTokens": 0, - │ │ "label": "openai.TTS", - │ │ "metadata": { - │ │ "modelName": "gpt-4o-mini-tts", - │ │ "modelProvider": "" - │ │ }, - │ │ "outputTokens": 0, - │ │ "requestId": "", - │ │ "streamed": true, - │ │ "timestamp": 0, - │ │ "ttfbMs": 0, - │ │ "type": "tts_metrics" - │ │ }, - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ │ └── livekit.tts_request [task] - │ │ metadata: { - │ │ "contrib.livekit.tts.label": "openai.TTS", - │ │ "contrib.livekit.tts.streaming": false, - │ │ "contrib.livekit.tts_metrics": { - │ │ "audioDurationMs": 0, - │ │ "cancelled": false, - │ │ "charactersCount": 44, - │ │ "durationMs": 0, - │ │ "inputTokens": 0, - │ │ "label": "openai.TTS", - │ │ "metadata": { - │ │ "modelName": "gpt-4o-mini-tts", - │ │ "modelProvider": "" - │ │ }, - │ │ "outputTokens": 0, - │ │ "requestId": "", - │ │ "streamed": false, - │ │ "timestamp": 0, - │ │ "ttfbMs": 0, - │ │ "type": "tts_metrics" - │ │ }, - │ │ "scenario": "livekit-instrumentation", - │ │ "testRunId": "", - │ │ "turn.id": "" - │ │ } - │ │ context: { - │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ │ "caller_functionname": "ScenarioProcessor.onStart", - │ │ "caller_lineno": 0 - │ │ } - │ └── livekit.agent_speaking [task] - │ metadata: { - │ "audio.selections": [ - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0000", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0001", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0002", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0003", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0004", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0005", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0006", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0007", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0008", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0009", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0010", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0011", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0012", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0013", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0014", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0015", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0016", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0017", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0018", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0019", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0020", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ }, - │ { - │ "channel_index": 1, - │ "end_offset_ms": 0, - │ "recording_id": "call-0021", - │ "recording_span_id": "", - │ "start_offset_ms": 0 - │ } - │ ], - │ "scenario": "livekit-instrumentation", - │ "testRunId": "", - │ "turn.id": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - ├── livekit.session_close [task] - │ metadata: { - │ "contrib.livekit.close.drain": false, - │ "contrib.livekit.close_reason": "user_initiated", - │ "scenario": "livekit-instrumentation", - │ "testRunId": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - │ └── livekit.drain_agent_activity [task] - │ metadata: { - │ "contrib.livekit.agent_label": "default_agent", - │ "scenario": "livekit-instrumentation", - │ "testRunId": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - │ └── livekit.on_exit [task] - │ metadata: { - │ "contrib.livekit.agent_label": "default_agent", - │ "scenario": "livekit-instrumentation", - │ "testRunId": "" - │ } - │ context: { - │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - │ "caller_functionname": "ScenarioProcessor.onStart", - │ "caller_lineno": 0 - │ } - └── user_turn [task] - input: [ - { - "content": "", - "role": "user" - } - ] - metadata: { - "contrib.livekit.end_of_turn_delay": 0, - "contrib.livekit.transcript_confidence": 0, - "contrib.livekit.transcription_delay": 0, - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - } - context: { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - └── livekit.eou_wait [task] - metadata: { - "contrib.livekit.eou.endpointing_delay": 0.3, - "contrib.livekit.eou.not_committed_count": 0, - "contrib.livekit.eou.outcome": "committed", - "contrib.livekit.eou.rearm_count": 0, - "contrib.livekit.eou.source": "manual", - "contrib.livekit.eou.wait_duration": 0, - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - } - context: { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } - └── livekit.eou_detection [task] - metadata: { - "contrib.livekit.eou.endpointing_delay": 0.3, - "contrib.livekit.eou.from_cache": false, - "contrib.livekit.eou.language": "", - "contrib.livekit.eou.source": "manual", - "scenario": "livekit-instrumentation", - "testRunId": "", - "turn.id": "" - } - context: { - "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", - "caller_functionname": "ScenarioProcessor.onStart", - "caller_lineno": 0 - } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.json new file mode 100644 index 000000000..6f25dfc75 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.json @@ -0,0 +1,788 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": 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}, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + 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--git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.txt new file mode 100644 index 000000000..a1eb70de9 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-latest-streaming-cascade.span-tree.txt @@ -0,0 +1,687 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.provider_request_ids": [ + │ "" + │ ], + │ "contrib.livekit.transcript_confidence": 1, + │ "contrib.livekit.transcription_delay": 0, + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4o-mini-transcribe", + │ "model": "gpt-4o-mini-transcribe", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.eou_wait [task] + │ │ metadata: { + │ │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ │ "contrib.livekit.eou.not_committed_count": 0, + │ │ "contrib.livekit.eou.outcome": "committed", + │ │ "contrib.livekit.eou.rearm_count": 0, + │ │ "contrib.livekit.eou.source": "manual", + │ │ "contrib.livekit.eou.wait_duration": 0, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_user_turn_completed [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4o-mini-transcribe", + │ "model": "gpt-4o-mini-transcribe", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order DMO1042 is scheduled for delivery on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order DMO1042 is scheduled for delivery on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.e2e_latency": 0, + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.on_user_turn_completed_delay": 0, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "contrib.livekit.transcription_delay": 0, + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 18, + │ │ "prompt_tokens": 82, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_4tFPyMMP6FxlSRzxe4Akq7st" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order DMO1042 is scheduled for delivery on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_4tFPyMMP6FxlSRzxe4Akq7st" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 14, + │ │ "prompt_tokens": 127, + │ │ "time_to_first_token": 0, + │ │ "tokens": 141 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_4tFPyMMP6FxlSRzxe4Akq7st", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 55, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 55, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json index ee2c7819c..b8edff3ce 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.json @@ -323,6 +323,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt index fd23d8043..d664d0703 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-order.span-tree.txt @@ -456,6 +456,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json index 53db6979e..83a522e10 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.json @@ -79,6 +79,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 0, @@ -88,7 +95,7 @@ "start_offset_ms": 0 } ], - "contrib.livekit.turn.association": "provider_speech_start_dispatch", + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", "scenario": "livekit-instrumentation", "testRunId": "", "turn.id": "" @@ -123,16 +130,17 @@ "start_offset_ms": 0 } ], - "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", - "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", - "openai.input_audio_segments": [ - { - "": "", - "audio_end_ms": 0, - "audio_start_ms": 0 + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?", + "turn_span_id": "" } - ], - "openai.item_id": "", + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", "turn.id": "" }, "context": { @@ -142,7 +150,7 @@ } }, { - "name": "livekit.input_observation", + "name": "user_turn", "type": "task", "children": [ { @@ -218,8 +226,8 @@ } ], "metadata": { - "contrib.livekit.input_scope": "associated_user_turn", - "contrib.livekit.response.status": "completed", + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EW7UUKJjk13Kmy2jzaTyJ", "gen_ai.operation.name": "generate_content", "gen_ai.provider.name": "", "gen_ai.request.model": "gpt-realtime-mini", @@ -238,12 +246,10 @@ "gen_ai.usage.text.input_tokens": 71, "gen_ai.usage.text.output_tokens": 24, "model": "gpt-realtime-mini", - "openai.response.id": "resp_EW7UUKJjk13Kmy2jzaTyJ", "provider": "", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "metrics": { "cache_read_input_tokens": 64, @@ -265,6 +271,25 @@ { "content": "Where is my order, DMO1042?", "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_qyReSAsLxCZzspTy" } ], "output": [ @@ -277,8 +302,8 @@ "continuation.tool_call_ids": [ "call_qyReSAsLxCZzspTy" ], - "contrib.livekit.input_scope": "associated_user_turn", - "contrib.livekit.response.status": "completed", + "contrib.livekit.input_scope": "realtime_session_context", + "contrib.livekit.response_id": "resp_EW7UVaETp2NAto49ybjjh", "gen_ai.operation.name": "generate_content", "gen_ai.provider.name": "", "gen_ai.request.model": "gpt-realtime-mini", @@ -298,12 +323,10 @@ "gen_ai.usage.text.input_tokens": 116, "gen_ai.usage.text.output_tokens": 20, "model": "gpt-realtime-mini", - "openai.response.id": "resp_EW7UVaETp2NAto49ybjjh", "provider": "", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "metrics": { "cache_read_input_tokens": 64, @@ -341,8 +364,7 @@ "gen_ai.tool.type": "function", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -355,6 +377,13 @@ "type": "task", "children": [], "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, "audio.selections": [ { "channel_index": 1, @@ -366,8 +395,7 @@ ], "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -387,7 +415,7 @@ "channel_index": 1, "end_offset_ms": 0, "recording_id": "call-0000", - "recording_span_id": "", + "recording_span_id": "", "start_offset_ms": 0 }, "audio.selections": [ @@ -395,13 +423,13 @@ "channel_index": 1, "end_offset_ms": 0, "recording_id": "call-0000", - "recording_span_id": "", + "recording_span_id": "", "start_offset_ms": 0 } ], "contrib.livekit.committed_messages": { - "": { - "id": "", + "": { + "id": "", "interrupted": false, "role": "assistant", "text": "Your order is set to be delivered on Friday.", @@ -411,22 +439,22 @@ "contrib.livekit.events": [ { "attributes": { - "contrib.livekit.generation_id": "" + "contrib.livekit.generation_id": "" }, "name": "generation", "time_unix_ms": 0 }, { "attributes": { - "contrib.livekit.generation_id": "", - "contrib.livekit.parent_generation_id": "" + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" }, "name": "generation", "time_unix_ms": 0 } ], "contrib.livekit.generation_count": 2, - "contrib.livekit.generation_id": "", + "contrib.livekit.generation_id": "", "contrib.livekit.interrupted": false, "contrib.livekit.playback_events": [ { @@ -439,13 +467,12 @@ } ], "contrib.livekit.speech.queue_wait": 0, - "contrib.livekit.speech_id": "", + "contrib.livekit.speech_id": "", "gen_ai.agent.name": "default_agent", "gen_ai.operation.name": "invoke_agent", "scenario": "livekit-instrumentation", "testRunId": "", - "turn.id": "", - "turn.reply_to": "" + "turn.id": "" }, "context": { "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -557,14 +584,6 @@ "sample_rate_hz": 24000 } ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Where is my order, DMO1042?" - } - }, "contrib.livekit.events": [ { "attributes": { diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt index b1cfde8de..dfb9f8c9b 100644 --- a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-realtime.span-tree.txt @@ -55,14 +55,6 @@ span_tree: "sample_rate_hz": 24000 } ], - "contrib.livekit.committed_messages": { - "": { - "id": "", - "interrupted": false, - "role": "user", - "text": "Where is my order, DMO1042?" - } - }, "contrib.livekit.events": [ { "attributes": { @@ -195,16 +187,17 @@ span_tree: │ "start_offset_ms": 0 │ } │ ], - │ "contrib.livekit.turn.start_event": "input_audio_buffer.speech_started", - │ "contrib.livekit.turn.stop_event": "input_audio_buffer.speech_stopped", - │ "openai.input_audio_segments": [ - │ { - │ "": "", - │ "audio_end_ms": 0, - │ "audio_start_ms": 0 + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" │ } - │ ], - │ "openai.item_id": "", + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", │ "turn.id": "" │ } │ context: { @@ -214,6 +207,13 @@ span_tree: │ } │ └── livekit.user_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 0, @@ -223,7 +223,7 @@ span_tree: │ "start_offset_ms": 0 │ } │ ], - │ "contrib.livekit.turn.association": "provider_speech_start_dispatch", + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", │ "scenario": "livekit-instrumentation", │ "testRunId": "", │ "turn.id": "" @@ -233,7 +233,7 @@ span_tree: │ "caller_functionname": "ScenarioProcessor.onStart", │ "caller_lineno": 0 │ } - ├── livekit.input_observation [task] + ├── user_turn [task] │ input: [ │ { │ "content": "", @@ -282,7 +282,7 @@ span_tree: │ "channel_index": 1, │ "end_offset_ms": 0, │ "recording_id": "call-0000", - │ "recording_span_id": "", + │ "recording_span_id": "", │ "start_offset_ms": 0 │ }, │ "audio.selections": [ @@ -290,13 +290,13 @@ span_tree: │ "channel_index": 1, │ "end_offset_ms": 0, │ "recording_id": "call-0000", - │ "recording_span_id": "", + │ "recording_span_id": "", │ "start_offset_ms": 0 │ } │ ], │ "contrib.livekit.committed_messages": { - │ "": { - │ "id": "", + │ "": { + │ "id": "", │ "interrupted": false, │ "role": "assistant", │ "text": "Your order is set to be delivered on Friday.", @@ -306,22 +306,22 @@ span_tree: │ "contrib.livekit.events": [ │ { │ "attributes": { - │ "contrib.livekit.generation_id": "" + │ "contrib.livekit.generation_id": "" │ }, │ "name": "generation", │ "time_unix_ms": 0 │ }, │ { │ "attributes": { - │ "contrib.livekit.generation_id": "", - │ "contrib.livekit.parent_generation_id": "" + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" │ }, │ "name": "generation", │ "time_unix_ms": 0 │ } │ ], │ "contrib.livekit.generation_count": 2, - │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.generation_id": "", │ "contrib.livekit.interrupted": false, │ "contrib.livekit.playback_events": [ │ { @@ -334,13 +334,12 @@ span_tree: │ } │ ], │ "contrib.livekit.speech.queue_wait": 0, - │ "contrib.livekit.speech_id": "", + │ "contrib.livekit.speech_id": "", │ "gen_ai.agent.name": "default_agent", │ "gen_ai.operation.name": "invoke_agent", │ "scenario": "livekit-instrumentation", │ "testRunId": "", - │ "turn.id": "", - │ "turn.reply_to": "" + │ "turn.id": "" │ } │ context: { │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -371,8 +370,8 @@ span_tree: │ │ } │ │ ] │ │ metadata: { - │ │ "contrib.livekit.input_scope": "associated_user_turn", - │ │ "contrib.livekit.response.status": "completed", + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EW7UUKJjk13Kmy2jzaTyJ", │ │ "gen_ai.operation.name": "generate_content", │ │ "gen_ai.provider.name": "", │ │ "gen_ai.request.model": "gpt-realtime-mini", @@ -391,12 +390,10 @@ span_tree: │ │ "gen_ai.usage.text.input_tokens": 71, │ │ "gen_ai.usage.text.output_tokens": 24, │ │ "model": "gpt-realtime-mini", - │ │ "openai.response.id": "resp_EW7UUKJjk13Kmy2jzaTyJ", │ │ "provider": "", │ │ "scenario": "livekit-instrumentation", │ │ "testRunId": "", - │ │ "turn.id": "", - │ │ "turn.reply_to": "" + │ │ "turn.id": "" │ │ } │ │ metrics: { │ │ "cache_read_input_tokens": 64, @@ -414,6 +411,25 @@ span_tree: │ │ { │ │ "content": "Where is my order, DMO1042?", │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_qyReSAsLxCZzspTy" │ │ } │ │ ] │ │ output: [ @@ -426,8 +442,8 @@ span_tree: │ │ "continuation.tool_call_ids": [ │ │ "call_qyReSAsLxCZzspTy" │ │ ], - │ │ "contrib.livekit.input_scope": "associated_user_turn", - │ │ "contrib.livekit.response.status": "completed", + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EW7UVaETp2NAto49ybjjh", │ │ "gen_ai.operation.name": "generate_content", │ │ "gen_ai.provider.name": "", │ │ "gen_ai.request.model": "gpt-realtime-mini", @@ -447,12 +463,10 @@ span_tree: │ │ "gen_ai.usage.text.input_tokens": 116, │ │ "gen_ai.usage.text.output_tokens": 20, │ │ "model": "gpt-realtime-mini", - │ │ "openai.response.id": "resp_EW7UVaETp2NAto49ybjjh", │ │ "provider": "", │ │ "scenario": "livekit-instrumentation", │ │ "testRunId": "", - │ │ "turn.id": "", - │ │ "turn.reply_to": "" + │ │ "turn.id": "" │ │ } │ │ metrics: { │ │ "cache_read_input_tokens": 64, @@ -486,8 +500,7 @@ span_tree: │ │ "gen_ai.tool.type": "function", │ │ "scenario": "livekit-instrumentation", │ │ "testRunId": "", - │ │ "turn.id": "", - │ │ "turn.reply_to": "" + │ │ "turn.id": "" │ │ } │ │ context: { │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", @@ -496,6 +509,13 @@ span_tree: │ │ } │ └── livekit.agent_speaking [task] │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, │ "audio.selections": [ │ { │ "channel_index": 1, @@ -507,8 +527,7 @@ span_tree: │ ], │ "scenario": "livekit-instrumentation", │ "testRunId": "", - │ "turn.id": "", - │ "turn.reply_to": "" + │ "turn.id": "" │ } │ context: { │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-reconnect.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-reconnect.span-tree.json new file mode 100644 index 000000000..2c8f4ed76 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-reconnect.span-tree.json @@ -0,0 +1,1069 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-realtime-mini", + "model": "gpt-realtime-mini", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO1042?", + "turn_span_id": "" + } + }, + "contrib.livekit.item_id": "", + "contrib.livekit.turn.timing_source": "realtime_session_events", + "turn.id": "" + }, + "context": { + "caller_filename": "", + "caller_functionname": "", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + 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b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-reconnect.span-tree.txt @@ -0,0 +1,960 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-realtime-mini", + │ "model": "gpt-realtime-mini", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "user", + │ "text": "Where is my order, DMO1042?", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.item_id": "", + │ "contrib.livekit.turn.timing_source": "realtime_session_events", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "", + │ "caller_functionname": "", + │ "caller_lineno": 0 + │ } + │ └── livekit.user_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.turn.association": "realtime_speech_start_dispatch", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order is scheduled for delivery on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order is scheduled for delivery on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxOaxiFQ1vKNN1Ivn3f8", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxOaxiFQ1vKNN1Ivn3f8", + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 71, + │ │ "gen_ai.usage.input_tokens": 109, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 71, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 109, + │ │ "tokens": 133 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_DCHZ8uk6qwx5HeNK" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order is scheduled for delivery on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_DCHZ8uk6qwx5HeNK" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxObsKCVEQpd2aCQkmHb", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxObsKCVEQpd2aCQkmHb", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 38, + │ │ "gen_ai.usage.audio.output_tokens": 53, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 38, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 116, + │ │ "gen_ai.usage.input_tokens": 154, + │ │ "gen_ai.usage.output_audio_tokens": 53, + │ │ "gen_ai.usage.output_text_tokens": 19, + │ │ "gen_ai.usage.output_tokens": 72, + │ │ "gen_ai.usage.text.input_tokens": 116, + │ │ "gen_ai.usage.text.output_tokens": 19, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 72, + │ │ "prompt_tokens": 154, + │ │ "time_to_first_token": 0, + │ │ "tokens": 226 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_DCHZ8uk6qwx5HeNK", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order DMO1042 is currently in transit and will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order DMO1042 is currently in transit and will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": "Your order is scheduled for delivery on Friday.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{ \n \"order_id\": \"DMO1042\"\n}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxOe63IVO25NrEeV2Vzz", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxOe63IVO25NrEeV2Vzz", + │ │ "gen_ai.usage.audio.input_tokens": 37, + │ │ "gen_ai.usage.audio.output_tokens": 0, + │ │ "gen_ai.usage.cache_read.input_tokens": 0, + │ │ "gen_ai.usage.input_audio_tokens": 37, + │ │ "gen_ai.usage.input_cached_tokens": 0, + │ │ "gen_ai.usage.input_text_tokens": 98, + │ │ "gen_ai.usage.input_tokens": 135, + │ │ "gen_ai.usage.output_audio_tokens": 0, + │ │ "gen_ai.usage.output_text_tokens": 24, + │ │ "gen_ai.usage.output_tokens": 24, + │ │ "gen_ai.usage.text.input_tokens": 98, + │ │ "gen_ai.usage.text.output_tokens": 24, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 0, + │ │ "completion_tokens": 24, + │ │ "prompt_tokens": 135, + │ │ "tokens": 159 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": "Your order is scheduled for delivery on Friday.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_0yoQajfYPyDVzGWA" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order DMO1042 is currently in transit and will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_0yoQajfYPyDVzGWA" + │ │ ], + │ │ "contrib.livekit.input_scope": "realtime_session_context", + │ │ "contrib.livekit.response_id": "resp_EWxOfVwAlhEaQIdXw0DaT", + │ │ "gen_ai.operation.name": "generate_content", + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-realtime-mini", + │ │ "gen_ai.request.stream": true, + │ │ "gen_ai.response.id": "resp_EWxOfVwAlhEaQIdXw0DaT", + │ │ "gen_ai.response.time_to_first_chunk": 0, + │ │ "gen_ai.usage.audio.input_tokens": 37, + │ │ "gen_ai.usage.audio.output_tokens": 95, + │ │ "gen_ai.usage.cache_read.input_tokens": 64, + │ │ "gen_ai.usage.input_audio_tokens": 37, + │ │ "gen_ai.usage.input_cached_tokens": 64, + │ │ "gen_ai.usage.input_text_tokens": 143, + │ │ "gen_ai.usage.input_tokens": 180, + │ │ "gen_ai.usage.output_audio_tokens": 95, + │ │ "gen_ai.usage.output_text_tokens": 29, + │ │ "gen_ai.usage.output_tokens": 124, + │ │ "gen_ai.usage.text.input_tokens": 143, + │ │ "gen_ai.usage.text.output_tokens": 29, + │ │ "model": "gpt-realtime-mini", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "cache_read_input_tokens": 64, + │ │ "completion_tokens": 124, + │ │ "prompt_tokens": 180, + │ │ "time_to_first_token": 0, + │ │ "tokens": 304 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "contrib.livekit.request_span_id": "", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_0yoQajfYPyDVzGWA", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.json new file mode 100644 index 000000000..5b93dab8f --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.json @@ -0,0 +1,954 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 16, + "prompt_tokens": 84, + "time_to_first_token": 0, + "tokens": 100 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_ThLD0enkAFrFk7EcZVLFKRvh" + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_ThLD0enkAFrFk7EcZVLFKRvh" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "metrics": { + "completion_tokens": 12, + "prompt_tokens": 125, + "time_to_first_token": 0, + "tokens": 137 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "1042" + }, + "output": { + "delivery": "Friday", + "order_id": "1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_ThLD0enkAFrFk7EcZVLFKRvh", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": true, + "role": "assistant", + "text": "Your order 1042 will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": true, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": true, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Hi, could you check order 1042 for me?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_ThLD0enkAFrFk7EcZVLFKRvh" + }, + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + }, + { + "content": "Sorry, please repeat the delivery day.", + "role": "user" + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": 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0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 44, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": "Your order 1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order 1042 will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 1, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [ + { + "name": "livekit.eou_detection", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Sorry, please repeat the delivery day." + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.txt new file mode 100644 index 000000000..536a7ff40 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-recovered.span-tree.txt @@ -0,0 +1,838 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Hi, could you check order 1042 for me?" + }, + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Sorry, please repeat the delivery day." + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order 1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": true, + │ "role": "assistant", + │ "text": "Your order 1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": true, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": true, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 16, + │ │ "prompt_tokens": 84, + │ │ "time_to_first_token": 0, + │ │ "tokens": 100 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_ThLD0enkAFrFk7EcZVLFKRvh" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_ThLD0enkAFrFk7EcZVLFKRvh" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 125, + │ │ "time_to_first_token": 0, + │ │ "tokens": 137 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_ThLD0enkAFrFk7EcZVLFKRvh", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": "Your order 1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order 1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 1, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Hi, could you check order 1042 for me?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_ThLD0enkAFrFk7EcZVLFKRvh" + │ │ }, + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": "Sorry, please repeat the delivery day.", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order 1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 12, + │ │ "prompt_tokens": 152, + │ │ "time_to_first_token": 0, + │ │ "tokens": 164 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 44, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── livekit.session_close [task] + │ metadata: { + │ "contrib.livekit.close.drain": false, + │ "contrib.livekit.close_reason": "user_initiated", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.drain_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.on_exit [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── user_turn [task] + input: [ + { + "content": "", + "role": "user" + } + ] + metadata: { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_wait [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.eou_detection [task] + metadata: { + "contrib.livekit.eou.endpointing_delay": 0.3, + "contrib.livekit.eou.from_cache": false, + "contrib.livekit.eou.language": "", + "contrib.livekit.eou.source": "manual", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.json b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.json new file mode 100644 index 000000000..794b30887 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.json @@ -0,0 +1,788 @@ +{ + "span_tree": [ + { + "name": "livekit.agent_session", + "type": "task", + "children": [ + { + "name": "livekit.session_start", + "type": "task", + "children": [ + { + "name": "livekit.start_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.setup_toolsets", + "type": "task", + "children": [], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_enter", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "create_agent", + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.user_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.on_user_turn_completed", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "Where is my order, DMO-1042?", + "role": "user" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 0, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.provider_request_ids": [ + "" + ], + "contrib.livekit.transcript_confidence": 1, + "contrib.livekit.transcription_delay": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-transcribe", + "model": "gpt-4o-mini-transcribe", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "user_turn", + "type": "task", + "children": [ + { + "name": "livekit.eou_wait", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.eou.endpointing_delay": 0.5, + "contrib.livekit.eou.not_committed_count": 0, + "contrib.livekit.eou.outcome": "committed", + "contrib.livekit.eou.rearm_count": 0, + "contrib.livekit.eou.source": "manual", + "contrib.livekit.eou.wait_duration": 0, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": [ + { + "content": "", + "role": "user" + } + ], + "metadata": { + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.transcript_confidence": 0, + "contrib.livekit.transcription_delay": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-transcribe", + "model": "gpt-4o-mini-transcribe", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "assistant_turn", + "type": "task", + "children": [ + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Where is my order, DMO-1042?", + "role": "user" + } + ], + "output": [ + { + "content": null, + "role": "assistant" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + } + ], + "metadata": { + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "metrics": { + "completion_tokens": 19, + "prompt_tokens": 83, + "time_to_first_token": 0, + "tokens": 102 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "llm_response", + "type": "llm", + "children": [], + "input": [ + { + "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + "role": "system" + }, + { + "content": "Where is my order, DMO-1042?", + "role": "user" + }, + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + "role": "tool", + "tool_call_id": "call_UJSzFQibd36wIeKjjJwuroFp" + } + ], + "output": [ + { + "content": "Your order DMO-1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "continuation.tool_call_ids": [ + "call_UJSzFQibd36wIeKjjJwuroFp" + ], + "contrib.livekit.function_tools": "[\"lookup_order\"]", + "contrib.livekit.response.ttft": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4.1-nano", + "model": "gpt-4.1-nano", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "metrics": { + "completion_tokens": 14, + "prompt_tokens": 130, + "time_to_first_token": 0, + "tokens": 144 + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "lookup_order", + "type": "tool", + "children": [], + "input": { + "order_id": "DMO-1042" + }, + "output": { + "delivery": "Friday", + "order_id": "DMO-1042", + "status": "in_transit" + }, + "metadata": { + "contrib.livekit.function_tool.is_error": false, + "contrib.livekit.function_tool.name": "lookup_order", + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "execute_tool", + "gen_ai.tool.call.id": "call_UJSzFQibd36wIeKjjJwuroFp", + "gen_ai.tool.name": "lookup_order", + "gen_ai.tool.type": "function", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "tts", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [ + { + "name": "livekit.tts_request", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": false, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 48, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": false, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.tts.label": "openai.TTS", + "contrib.livekit.tts.streaming": true, + "contrib.livekit.tts_metrics": { + "audioDurationMs": 0, + "cancelled": false, + "charactersCount": 48, + "durationMs": 0, + "inputTokens": 0, + "label": "openai.TTS", + "metadata": { + "modelName": "gpt-4o-mini-tts", + "modelProvider": "" + }, + "outputTokens": 0, + "requestId": "", + "streamed": true, + "timestamp": 0, + "ttfbMs": 0, + "type": "tts_metrics" + }, + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.response.ttfb": 0, + "gen_ai.provider.name": "", + "gen_ai.request.model": "gpt-4o-mini-tts", + "model": "gpt-4o-mini-tts", + "provider": "", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.agent_speaking", + "type": "task", + "children": [], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "output": [ + { + "content": null, + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{\"order_id\":\"DMO-1042\"}", + "name": "lookup_order" + }, + "id": "", + "type": "function" + } + ] + }, + { + "content": "Your order DMO-1042 will be delivered on Friday.", + "role": "assistant" + } + ], + "metadata": { + "audio.selection": { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + }, + "audio.selections": [ + { + "channel_index": 1, + "end_offset_ms": 0, + "recording_id": "call-0000", + "recording_span_id": "", + "start_offset_ms": 0 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "assistant", + "text": "Your order DMO-1042 will be delivered on Friday.", + "turn_span_id": "" + } + }, + "contrib.livekit.e2e_latency": 0, + "contrib.livekit.end_of_turn_delay": 0, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.generation_id": "", + "contrib.livekit.parent_generation_id": "" + }, + "name": "generation", + "time_unix_ms": 0 + } + ], + "contrib.livekit.generation_count": 2, + "contrib.livekit.generation_id": "", + "contrib.livekit.interrupted": false, + "contrib.livekit.on_user_turn_completed_delay": 0, + "contrib.livekit.playback_events": [ + { + "attributes": { + "interrupted": false, + "playbackPosition": 0 + }, + "name": "playbackFinished", + "time_unix_ms": 0 + } + ], + "contrib.livekit.speech.queue_wait": 0, + "contrib.livekit.speech_id": "", + "contrib.livekit.transcription_delay": 0, + "gen_ai.agent.name": "default_agent", + "gen_ai.operation.name": "invoke_agent", + "scenario": "livekit-instrumentation", + "testRunId": "", + "turn.id": "", + "turn.reply_to": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + }, + { + "name": "livekit.session_close", + "type": "task", + "children": [ + { + "name": "livekit.drain_agent_activity", + "type": "task", + "children": [ + { + "name": "livekit.on_exit", + "type": "task", + "children": [], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "metadata": { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ], + "input": { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + }, + "metadata": { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO-1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + }, + "context": { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + } + ] +} diff --git a/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.txt b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.txt new file mode 100644 index 000000000..a9c4ff1d8 --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/__snapshots__/livekit-v1-streaming-cascade.span-tree.txt @@ -0,0 +1,687 @@ +span_tree: +└── livekit.agent_session [task] + input: { + "audio": { + "call-0000": { + "content_type": "audio/wav", + "filename": "call-0000.wav", + "key": "", + "type": "braintrust_attachment" + } + } + } + metadata: { + "audio.recordings": [ + { + "attachment": { + "ref": "/input/audio/call-0000", + "span_id": "" + }, + "channel_count": 2, + "duration_ms": 0, + "id": "", + "mime_type": "audio/wav", + "recording_group_id": "call", + "sample_rate_hz": 24000, + "sources": [ + { + "boundary": "session_input", + "channel_index": 0 + }, + { + "boundary": "local_audio_output", + "channel_index": 1 + } + ], + "state": "ready", + "timeline": { + "basis": "local_input_arrival_and_output_playout", + "origin_unix_ms": 0, + "recording_start_offset_ms": 0 + } + } + ], + "contrib.livekit.agent_label": "default_agent", + "contrib.livekit.audio.input_clock": "arrival_anchored_ordered_samples", + "contrib.livekit.audio.input_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.audio.output_formats": [ + { + "channel_count": 1, + "sample_rate_hz": 24000 + } + ], + "contrib.livekit.committed_messages": { + "": { + "id": "", + "interrupted": false, + "role": "user", + "text": "Where is my order, DMO-1042?" + } + }, + "contrib.livekit.events": [ + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "initializing" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "listening" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "user_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "thinking", + "contrib.livekit.old_state": "listening" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "speaking", + "contrib.livekit.old_state": "thinking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + }, + { + "attributes": { + "contrib.livekit.new_state": "listening", + "contrib.livekit.old_state": "speaking" + }, + "name": "agent_state_changed", + "time_unix_ms": 0 + } + ], + "gen_ai.operation.name": "invoke_workflow", + "gen_ai.workflow.name": "agent_session", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + ├── livekit.session_start [task] + │ metadata: { + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.start_agent_activity [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "create_agent", + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4.1-nano", + │ "model": "gpt-4.1-nano", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.setup_toolsets [task] + │ │ metadata: { + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_enter [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "Where is my order, DMO-1042?", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 0, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.provider_request_ids": [ + │ "" + │ ], + │ "contrib.livekit.transcript_confidence": 1, + │ "contrib.livekit.transcription_delay": 0, + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4o-mini-transcribe", + │ "model": "gpt-4o-mini-transcribe", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── livekit.user_speaking [task] + │ │ metadata: { + │ │ "audio.selections": [ + │ │ { + │ │ "channel_index": 0, + │ │ "end_offset_ms": 0, + │ │ "recording_id": "call-0000", + │ │ "recording_span_id": "", + │ │ "start_offset_ms": 0 + │ │ } + │ │ ], + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── livekit.eou_wait [task] + │ │ metadata: { + │ │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ │ "contrib.livekit.eou.not_committed_count": 0, + │ │ "contrib.livekit.eou.outcome": "committed", + │ │ "contrib.livekit.eou.rearm_count": 0, + │ │ "contrib.livekit.eou.source": "manual", + │ │ "contrib.livekit.eou.wait_duration": 0, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.on_user_turn_completed [task] + │ metadata: { + │ "contrib.livekit.agent_label": "default_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── user_turn [task] + │ input: [ + │ { + │ "content": "", + │ "role": "user" + │ } + │ ] + │ metadata: { + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.transcript_confidence": 0, + │ "contrib.livekit.transcription_delay": 0, + │ "gen_ai.provider.name": "", + │ "gen_ai.request.model": "gpt-4o-mini-transcribe", + │ "model": "gpt-4o-mini-transcribe", + │ "provider": "", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ └── livekit.eou_wait [task] + │ metadata: { + │ "contrib.livekit.eou.endpointing_delay": 0.5, + │ "contrib.livekit.eou.not_committed_count": 0, + │ "contrib.livekit.eou.outcome": "committed", + │ "contrib.livekit.eou.rearm_count": 0, + │ "contrib.livekit.eou.source": "manual", + │ "contrib.livekit.eou.wait_duration": 0, + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + ├── assistant_turn [task] + │ output: [ + │ { + │ "content": null, + │ "role": "assistant", + │ "tool_calls": [ + │ { + │ "function": { + │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ "name": "lookup_order" + │ }, + │ "id": "", + │ "type": "function" + │ } + │ ] + │ }, + │ { + │ "content": "Your order DMO-1042 will be delivered on Friday.", + │ "role": "assistant" + │ } + │ ] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "contrib.livekit.committed_messages": { + │ "": { + │ "id": "", + │ "interrupted": false, + │ "role": "assistant", + │ "text": "Your order DMO-1042 will be delivered on Friday.", + │ "turn_span_id": "" + │ } + │ }, + │ "contrib.livekit.e2e_latency": 0, + │ "contrib.livekit.end_of_turn_delay": 0, + │ "contrib.livekit.events": [ + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ }, + │ { + │ "attributes": { + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.parent_generation_id": "" + │ }, + │ "name": "generation", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.generation_count": 2, + │ "contrib.livekit.generation_id": "", + │ "contrib.livekit.interrupted": false, + │ "contrib.livekit.on_user_turn_completed_delay": 0, + │ "contrib.livekit.playback_events": [ + │ { + │ "attributes": { + │ "interrupted": false, + │ "playbackPosition": 0 + │ }, + │ "name": "playbackFinished", + │ "time_unix_ms": 0 + │ } + │ ], + │ "contrib.livekit.speech.queue_wait": 0, + │ "contrib.livekit.speech_id": "", + │ "contrib.livekit.transcription_delay": 0, + │ "gen_ai.agent.name": "default_agent", + │ "gen_ai.operation.name": "invoke_agent", + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO-1042?", + │ │ "role": "user" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": null, + │ │ "role": "assistant" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ } + │ │ ] + │ │ metadata: { + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 19, + │ │ "prompt_tokens": 83, + │ │ "time_to_first_token": 0, + │ │ "tokens": 102 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── llm_response [llm] + │ │ input: [ + │ │ { + │ │ "content": "You help customers check orders. Always call lookup_order when an order number is supplied. Answer with one short sentence giving the delivery day.", + │ │ "role": "system" + │ │ }, + │ │ { + │ │ "content": "Where is my order, DMO-1042?", + │ │ "role": "user" + │ │ }, + │ │ { + │ │ "content": null, + │ │ "role": "assistant", + │ │ "tool_calls": [ + │ │ { + │ │ "function": { + │ │ "arguments": "{\"order_id\":\"DMO-1042\"}", + │ │ "name": "lookup_order" + │ │ }, + │ │ "id": "", + │ │ "type": "function" + │ │ } + │ │ ] + │ │ }, + │ │ { + │ │ "content": "{\"order_id\":\"DMO-1042\",\"status\":\"in_transit\",\"delivery\":\"Friday\"}", + │ │ "role": "tool", + │ │ "tool_call_id": "call_UJSzFQibd36wIeKjjJwuroFp" + │ │ } + │ │ ] + │ │ output: [ + │ │ { + │ │ "content": "Your order DMO-1042 will be delivered on Friday.", + │ │ "role": "assistant" + │ │ } + │ │ ] + │ │ metadata: { + │ │ "continuation.tool_call_ids": [ + │ │ "call_UJSzFQibd36wIeKjjJwuroFp" + │ │ ], + │ │ "contrib.livekit.function_tools": "[\"lookup_order\"]", + │ │ "contrib.livekit.response.ttft": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4.1-nano", + │ │ "model": "gpt-4.1-nano", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ metrics: { + │ │ "completion_tokens": 14, + │ │ "prompt_tokens": 130, + │ │ "time_to_first_token": 0, + │ │ "tokens": 144 + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── lookup_order [tool] + │ │ input: { + │ │ "order_id": "DMO-1042" + │ │ } + │ │ output: { + │ │ "delivery": "Friday", + │ │ "order_id": "DMO-1042", + │ │ "status": "in_transit" + │ │ } + │ │ metadata: { + │ │ "contrib.livekit.function_tool.is_error": false, + │ │ "contrib.livekit.function_tool.name": "lookup_order", + │ │ "gen_ai.agent.name": "default_agent", + │ │ "gen_ai.operation.name": "execute_tool", + │ │ "gen_ai.tool.call.id": "call_UJSzFQibd36wIeKjjJwuroFp", + │ │ "gen_ai.tool.name": "lookup_order", + │ │ "gen_ai.tool.type": "function", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ ├── tts [task] + │ │ metadata: { + │ │ "contrib.livekit.response.ttfb": 0, + │ │ "gen_ai.provider.name": "", + │ │ "gen_ai.request.model": "gpt-4o-mini-tts", + │ │ "model": "gpt-4o-mini-tts", + │ │ "provider": "", + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": true, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 48, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": true, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ │ └── livekit.tts_request [task] + │ │ metadata: { + │ │ "contrib.livekit.tts.label": "openai.TTS", + │ │ "contrib.livekit.tts.streaming": false, + │ │ "contrib.livekit.tts_metrics": { + │ │ "audioDurationMs": 0, + │ │ "cancelled": false, + │ │ "charactersCount": 48, + │ │ "durationMs": 0, + │ │ "inputTokens": 0, + │ │ "label": "openai.TTS", + │ │ "metadata": { + │ │ "modelName": "gpt-4o-mini-tts", + │ │ "modelProvider": "" + │ │ }, + │ │ "outputTokens": 0, + │ │ "requestId": "", + │ │ "streamed": false, + │ │ "timestamp": 0, + │ │ "ttfbMs": 0, + │ │ "type": "tts_metrics" + │ │ }, + │ │ "scenario": "livekit-instrumentation", + │ │ "testRunId": "", + │ │ "turn.id": "", + │ │ "turn.reply_to": "" + │ │ } + │ │ context: { + │ │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ │ "caller_functionname": "ScenarioProcessor.onStart", + │ │ "caller_lineno": 0 + │ │ } + │ └── livekit.agent_speaking [task] + │ metadata: { + │ "audio.selection": { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ }, + │ "audio.selections": [ + │ { + │ "channel_index": 1, + │ "end_offset_ms": 0, + │ "recording_id": "call-0000", + │ "recording_span_id": "", + │ "start_offset_ms": 0 + │ } + │ ], + │ "scenario": "livekit-instrumentation", + │ "testRunId": "", + │ "turn.id": "", + │ "turn.reply_to": "" + │ } + │ context: { + │ "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + │ "caller_functionname": "ScenarioProcessor.onStart", + │ "caller_lineno": 0 + │ } + └── livekit.session_close [task] + metadata: { + "contrib.livekit.close.drain": false, + "contrib.livekit.close_reason": "user_initiated", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.drain_agent_activity [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } + └── livekit.on_exit [task] + metadata: { + "contrib.livekit.agent_label": "default_agent", + "scenario": "livekit-instrumentation", + "testRunId": "" + } + context: { + "caller_filename": "/e2e/scenarios/livekit-instrumentation/scenario.mjs", + "caller_functionname": "ScenarioProcessor.onStart", + "caller_lineno": 0 + } diff --git a/e2e/scenarios/livekit-instrumentation/assertions.test.ts b/e2e/scenarios/livekit-instrumentation/assertions.test.ts new file mode 100644 index 000000000..ad95dbeac --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/assertions.test.ts @@ -0,0 +1,53 @@ +import { expect, test } from "vitest"; +import type { CapturedLogEvent } from "../../helpers/mock-braintrust-server"; +import { assertAudioTrace } from "./assertions"; + +function event( + id: string, + name: string, + parentIds: string[], + metadata: Record = {}, +): CapturedLogEvent { + const metrics = { start: 1, end: 2 }; + return { + apiVersion: 3, + isMerge: false, + metadata, + metrics, + row: { span_parents: parentIds, metadata, metrics }, + span: { id, name, parentIds, started: true, ended: true }, + }; +} +const root = event("root", "livekit.agent_session", []); +const turn = event("turn", "user_turn", ["root"]); + +test.each([undefined, "missing", "root"])( + "rejects missing or invalid speaking turn reference: %s", + (turnId) => { + const speech = event( + "speech", + "livekit.user_speaking", + ["root"], + turnId ? { "turn.id": turnId } : {}, + ); + expect(() => assertAudioTrace([root, turn, speech])).toThrow(); + }, +); + +test("validates parentage and permits only explicitly expected session-owned speech", () => { + const speech = event("speech", "livekit.user_speaking", ["turn"], { + "turn.id": "turn", + }); + expect(() => assertAudioTrace([root, turn, speech])).not.toThrow(); + speech.row.span_parents = speech.span.parentIds = ["root"]; + expect(() => assertAudioTrace([root, turn, speech])).toThrow(); + speech.row.metadata = speech.metadata = {}; + expect(() => + assertAudioTrace([root, turn, speech], { + unassociatedSpeaking: ["speech"], + }), + ).not.toThrow(); + expect(() => + assertAudioTrace([root, turn], { unassociatedSpeaking: ["speech"] }), + ).toThrow(); +}); diff --git a/e2e/scenarios/livekit-instrumentation/assertions.ts b/e2e/scenarios/livekit-instrumentation/assertions.ts new file mode 100644 index 000000000..d5c88cd1f --- /dev/null +++ b/e2e/scenarios/livekit-instrumentation/assertions.ts @@ -0,0 +1,178 @@ +import { expect } from "vitest"; +import type { CapturedLogEvent } from "../../helpers/mock-braintrust-server"; +import { findAllSpans } from "../../helpers/trace-selectors"; + +type Selection = { + recording_span_id: string; + recording_id: string; + channel_index: number; + start_offset_ms: number; + end_offset_ms: number; +}; +type Recording = { + id: string; + state: string; + duration_ms: number; + sample_rate_hz: number; + channel_count: number; + timeline: { origin_unix_ms: number; recording_start_offset_ms: number }; + attachment?: { span_id: string; ref: string }; +}; + +// Compare coverage, allowing one 24 kHz PCM sample of boundary rounding. +// Adjacent selections may be compacted differently at the turn and speaking levels. +function coverage(selections: Selection[]) { + const groups = new Map(); + for (const s of selections) { + const key = JSON.stringify([ + s.recording_span_id, + s.recording_id, + s.channel_index, + ]); + const ranges = groups.get(key) ?? []; + ranges.push([s.start_offset_ms, s.end_offset_ms]); + groups.set(key, ranges); + } + return new Map( + [...groups].map(([key, ranges]) => { + const intervals: [number, number][] = []; + for (const [start, end] of ranges.sort((a, b) => a[0] - b[0])) { + const previous = intervals.at(-1); + if (previous && start <= previous[1] + 1000 / 24000) + previous[1] = Math.max(previous[1], end); + else intervals.push([start, end]); + } + return [key, intervals]; + }), + ); +} + +export function assertAudioTrace( + raw: CapturedLogEvent[], + { + unassociatedSpeaking = [], + }: { unassociatedSpeaking?: readonly string[] } = {}, +) { + const events = [...new Set(raw.map((e) => e.span.name))].flatMap((name) => + findAllSpans(raw, name!), + ); + const recordings = new Map(); + const key = (spanId: string, id: string) => JSON.stringify([spanId, id]); + for (const event of events) { + for (const r of (event.metadata?.["audio.recordings"] ?? + []) as Recording[]) { + expect(recordings.has(key(event.span.id!, r.id))).toBe(false); + recordings.set(key(event.span.id!, r.id), r); + if (r.state !== "ready") continue; + expect(Number.isFinite(r.duration_ms)).toBe(true); + expect(r.duration_ms).toBeGreaterThan(0); + expect(r.sample_rate_hz).toBeGreaterThan(0); + expect(r.channel_count).toBeGreaterThan(0); + expect(Number.isFinite(r.timeline.origin_unix_ms)).toBe(true); + expect(r.timeline.recording_start_offset_ms).toBeGreaterThanOrEqual(0); + expect(r.attachment).toBeDefined(); + const owner = events.find((e) => e.span.id === r.attachment!.span_id); + expect(owner).toBeDefined(); + // Attachment references are JSON pointers into the owning row. + const attachment = r + .attachment!.ref.split("/") + .slice(1) + .reduce( + (value, part) => + (value as Record)?.[ + part.replace(/~1/g, "/").replace(/~0/g, "~") + ], + owner!.row, + ); + expect(attachment).toMatchObject({ type: "braintrust_attachment" }); + } + } + for (const event of events) { + for (const s of (event.metadata?.["audio.selections"] ?? + []) as Selection[]) { + const r = recordings.get(key(s.recording_span_id, s.recording_id)); + expect(r, `${event.span.name}: unknown recording`).toBeDefined(); + expect(r!.state).toBe("ready"); + expect(Number.isInteger(s.channel_index)).toBe(true); + expect(s.channel_index).toBeGreaterThanOrEqual(0); + expect(s.channel_index).toBeLessThan(r!.channel_count); + if (["user_turn", "livekit.user_speaking"].includes(event.span.name!)) + expect(s.channel_index).toBe(0); + if ( + ["assistant_turn", "livekit.agent_speaking"].includes(event.span.name!) + ) + expect(s.channel_index).toBe(1); + expect( + Number.isFinite(s.start_offset_ms) && Number.isFinite(s.end_offset_ms), + ).toBe(true); + expect(s.start_offset_ms).toBeGreaterThanOrEqual(0); + expect(s.end_offset_ms).toBeGreaterThan(s.start_offset_ms); + expect(s.end_offset_ms).toBeLessThanOrEqual( + r!.duration_ms + 1000 / r!.sample_rate_hz, + ); + } + } + const unassociated = new Set(unassociatedSpeaking); + for (const speech of events.filter((e) => + ["livekit.user_speaking", "livekit.agent_speaking"].includes(e.span.name!), + )) { + const turnId = speech.metadata?.["turn.id"]; + if (turnId === undefined && unassociated.delete(speech.span.id!)) { + // Explicitly expected unassociated speech must remain session-owned. + const parent = events.find((e) => e.span.id === speech.span.parentIds[0]); + expect(parent?.span.name).toBe("livekit.agent_session"); + continue; + } + const turn = events.find((e) => e.span.id === turnId); + expect( + turn, + `${speech.span.name}: missing or dangling turn.id`, + ).toBeDefined(); + expect(turn!.span.name).toBe( + speech.span.name === "livekit.user_speaking" + ? "user_turn" + : "assistant_turn", + ); + expect(speech.row.span_parents).toEqual([turnId]); + } + expect( + [...unassociated], + "expected unassociated speaking spans were not found", + ).toEqual([]); + for (const turn of events.filter((e) => + ["user_turn", "assistant_turn"].includes(e.span.name!), + )) { + const children = events.filter( + (e) => + ["livekit.user_speaking", "livekit.agent_speaking"].includes( + e.span.name!, + ) && e.metadata?.["turn.id"] === turn.span.id, + ); + if (!children.length) continue; + for (const child of children) { + expect(child.row.span_parents).toEqual([turn.span.id]); + expect(Number(turn.metrics?.start)).toBeLessThanOrEqual( + Number(child.metrics?.start) + 0.005, + ); + expect(Number(turn.metrics?.end) + 0.005).toBeGreaterThanOrEqual( + Number(child.metrics?.end), + ); + } + const actual = coverage( + (turn.metadata?.["audio.selections"] ?? []) as Selection[], + ); + const expected = coverage( + children.flatMap( + (e) => (e.metadata?.["audio.selections"] ?? []) as Selection[], + ), + ); + expect([...actual.keys()].sort()).toEqual([...expected.keys()].sort()); + for (const [key, ranges] of expected) { + expect(actual.get(key)).toHaveLength(ranges.length); + ranges.forEach(([start, end], i) => { + expect(actual.get(key)![i][0]).toBeCloseTo(start, 1); + expect(actual.get(key)![i][1]).toBeCloseTo(end, 1); + }); + } + } +} diff --git a/e2e/scenarios/livekit-instrumentation/fixtures/followup-24khz.pcm b/e2e/scenarios/livekit-instrumentation/fixtures/followup-24khz.pcm new file mode 100644 index 0000000000000000000000000000000000000000..3cb12affc584f8b814448ef50e2b633139191e02 GIT binary patch literal 189600 zcmZ5}2YeL8`~K|SUddg0hlD`r9RyUQh=^T46vc+1U`0e!ilTsBQEZ5cU@s^rq9`iZ z3m{eyK{_EJ0Rrj$a<}t;o_n2N`2N|?&dtuu&d$8$dEa?=He{=899gQ>f2Uk!cw8}+KJldd+XAaU_l@~j5RXZHH zs%@;S4N@uRbvu;u$c^2RgBs@Z@yj~48 zS3UnL;Wf{0v6Akp7jkUL7IFtuwl;T2Ia4WR+g|^*?-jd;S0>jJt$N|?5lefj-l*%1 zYv!b^SFEN_?20XW_;si!>TS5nb(DK~X3_0&Y_ 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zC|BMKmk_!YeMq**H=>mY9m%U~70D#umGt%%D_*WIM(3qCn@B17EL=nOP2!zU=f8+z zau%^kM01SsO_7{2-VsAL6AF!?l?ne4N|sNe{|Ne+@Q&E36bn>r1ED{W%`u9UcN+92 z)}~mf!bxIQf~<9s@Pa@l7G%sij#(G~Qn4VJ$sR)ALid8HCc26stqDI9ZYElzNcor^ z7L%VzY!|y<_+xBLMLNpd2|kuQV`D1gE2AQOBAM@FGCelmGPlAFL|>OVi0NH2Q-aGT zqbzeHuQG-y-VrKzuc8aaWDUt$=PDuPVP!{JozNLw9LB59+8FO{Sdh!@ { + const response = await fetch(input, init); + if ( + new URL( + typeof input === "string" || input instanceof URL ? input : input.url, + ).pathname === "/attachment/status" && + response.ok + ) { + const body = JSON.parse(init.body); + if (body.status?.upload_status === "done") + completedUploads.push({ + key: body.key, + playedSamples: output.playedSamples, + }); + } + return response; + }); +} const logger = initLogger({ projectName: scopedName("e2e-livekit") }); class ScenarioProcessor extends LiveKitSpanProcessor { onStart(span) { @@ -40,7 +60,9 @@ const processor = automatic } : {}), captureAgentAudio: process.env.LIVEKIT_AUDIO === "1", - captureUserAudio: process.env.LIVEKIT_REALTIME === "1", + captureUserAudio: + process.env.LIVEKIT_REALTIME === "1" || + process.env.LIVEKIT_STREAMING_STT === "1", }); const provider = automatic ? undefined @@ -58,7 +80,9 @@ if (provider) { const providerMode = process.env.LIVEKIT_PROVIDER === "1"; class Output extends voice.AudioOutput { samples = 0; + playedSamples = 0; interrupted = false; + didInterrupt = false; startedAt = 0; constructor() { super(24000); @@ -66,24 +90,40 @@ class Output extends voice.AudioOutput { async captureFrame(frame) { await super.captureFrame(frame); if (!this.samples) { + this.interrupted = false; + if (process.env.LIVEKIT_PLAYBACK_START_DELAY_MS) + await new Promise((resolve) => + setTimeout( + resolve, + Number(process.env.LIVEKIT_PLAYBACK_START_DELAY_MS), + ), + ); this.startedAt = Date.now(); this.onPlaybackStarted(this.startedAt); } const duration = (frame.samplesPerChannel / frame.sampleRate) * 1000; await new Promise((resolve) => setTimeout(resolve, duration)); this.samples += frame.samplesPerChannel; + this.playedSamples += frame.samplesPerChannel; + if (process.env.LIVEKIT_SEGMENTS === "1") + this.onPlaybackProgressed({ + startedAt: this.startedAt + this.samples / 24 - duration, + offset: this.samples / 24 - duration, + duration, + }); if ( process.env.LIVEKIT_INTERRUPT === "1" && this.samples >= 4800 && - !this.interrupted + !this.didInterrupt ) { + this.didInterrupt = true; this.clearBuffer(); void session.interrupt({ force: true }).await; } } flush() { super.flush(); - if (!this.interrupted) + if (!this.interrupted && process.env.LIVEKIT_SEGMENTS !== "1") this.onPlaybackProgressed({ startedAt: this.startedAt, offset: 0, @@ -113,6 +153,13 @@ class Output extends voice.AudioOutput { } const options = {}; const realtimeMode = process.env.LIVEKIT_REALTIME === "1"; +const duplexMode = process.env.LIVEKIT_DUPLEX === "1"; +const overlap = process.env.LIVEKIT_OVERLAP === "1"; +const halfCascade = process.env.LIVEKIT_HALF_CASCADE === "1"; +const streamingStt = process.env.LIVEKIT_STREAMING_STT === "1"; +const audioInput = realtimeMode || streamingStt; +// The synthetic overlap fixture has no acoustic echo to suppress. +if (overlap) options.aecWarmupDuration = null; let ws; if (providerMode) { const { LLM, TTS } = await import("@livekit/agents-plugin-openai"); @@ -127,26 +174,42 @@ if (providerMode) { baseURL: process.env.OPENAI_BASE_URL, }); } -if (realtimeMode) { +if (audioInput) { const { websocketCassette } = await import("./websocket-cassette.mjs"); ws = await websocketCassette( process.env.LIVEKIT_WS_PATH, process.env.BRAINTRUST_E2E_CASSETTE_MODE === "record", + { + concurrentAudio: duplexMode, + burst: process.env.LIVEKIT_WS_BURST === "1", + }, ); - const { realtime } = await import("@livekit/agents-plugin-openai"); - options.llm = new realtime.RealtimeModel({ - model: "gpt-realtime-mini", - baseURL: ws.baseURL, - turnDetection: { type: "server_vad", silence_duration_ms: 500 }, - }); - delete options.tts; + const { realtime, STT } = await import("@livekit/agents-plugin-openai"); + if (streamingStt) { + options.stt = new STT({ + model: "gpt-4o-mini-transcribe", + useRealtime: true, + baseURL: ws.baseURL, + }); + options.turnDetection = "manual"; + } else { + options.llm = duplexMode + ? new realtime.GPTLiveModel({ model: "gpt-live-1", baseURL: ws.baseURL }) + : new realtime.RealtimeModel({ + model: "gpt-realtime-mini", + ...(halfCascade ? { modalities: ["text"] } : {}), + baseURL: ws.baseURL, + turnDetection: { type: "server_vad", silence_duration_ms: 500 }, + }); + if (!halfCascade) delete options.tts; + } } const session = new voice.AgentSession(options); if (process.env.LIVEKIT_WRAP === "1") { assert.equal(wrapLiveKitSession(wrapLiveKitSession(session)), session); } let inputController; -if (realtimeMode) { +if (audioInput) { class Input extends voice.AudioInput { source = new ReadableStream({ start(controller) { @@ -166,6 +229,10 @@ if (realtimeMode) { } const output = new Output(); const committed = []; +let callerTranscript = ""; +session.on("user_input_transcribed", (ev) => { + if (ev.isFinal) callerTranscript += ev.transcript; +}); session.on("conversation_item_added", (ev) => committed.push(ev.item)); session.output.audio = output; const original = output.captureFrame; @@ -204,20 +271,54 @@ try { }, }); if (providerMode) { - if (realtimeMode) { + const feedCaller = async ( + fixture = "order", + silenceBytes = duplexMode ? 960000 : 96000, + ) => { const { readFile } = await import("node:fs/promises"); const bytes = Buffer.concat([ - await readFile(new URL("./fixtures/order-24khz.pcm", import.meta.url)), - Buffer.alloc(96000), + await readFile( + new URL(`./fixtures/${fixture}-24khz.pcm`, import.meta.url), + ), + Buffer.alloc(silenceBytes), ]); for (let at = 0; at < bytes.length; at += 960) { const pcm = new Int16Array(480); for (let i = 0; i < 480 && at + i * 2 + 1 < bytes.length; i++) pcm[i] = bytes.readInt16LE(at + i * 2); inputController.enqueue(new AudioFrame(pcm, 24000, 1, 480)); + // Duplex models process a continuous microphone stream, including silence. + if (duplexMode || streamingStt) + await new Promise((resolve) => setTimeout(resolve, 20)); // Buffered fixture input preserves the sample clock without wall-clock jitter. } - } else + if (streamingStt) { + const deadline = Date.now() + 15000; + while (!/order/i.test(callerTranscript)) { + if (Date.now() > deadline) throw new Error("No final STT transcript"); + await new Promise((resolve) => setTimeout(resolve, 20)); + } + session.commitUserTurn(); + } + }; + if (overlap) { + await feedCaller("order", 96000); + const deadline = Date.now() + 30000; + while (output.samples < 4800) { + if (Date.now() > deadline) + throw new Error("No playback before caller overlap"); + await new Promise((resolve) => setTimeout(resolve, 20)); + } + await feedCaller("followup"); + assert.match( + committed + .filter((item) => item.role === "user") + .map((item) => item.textContent) + .join(""), + /detail/i, + ); + } else if (audioInput) await feedCaller(); + else await session .generateReply({ userInput: "Hi, could you check order 1042 for me?" }) .waitForPlayout(); @@ -235,22 +336,58 @@ try { await new Promise((resolve) => setTimeout(resolve, 20)); } await session.activity?.currentSpeech?.waitForPlayout(); + if (process.env.LIVEKIT_RECOVER === "1") { + await session + .generateReply({ userInput: "Sorry, please repeat the delivery day." }) + .waitForPlayout(); + assert( + committed.at(-1)?.role === "assistant" && !committed.at(-1).interrupted, + ); + assert.match(committed.at(-1).textContent, /Friday/i); + } + if (process.env.LIVEKIT_RECONNECT === "1") { + let reconnected = false; + session.activity.realtimeSession.once("session_reconnected", () => { + reconnected = true; + }); + ws.disconnect(); + const deadline = Date.now() + 30000; + while (!reconnected) { + if (Date.now() > deadline) throw new Error("No native reconnect event"); + await new Promise((resolve) => setTimeout(resolve, 20)); + } + assert.equal(ws.connections, 2); + const before = committed.length; + await feedCaller(); + while ( + !committed + .slice(before) + .some( + (item) => + item.role === "assistant" && + /Friday/i.test(item.textContent ?? ""), + ) + ) { + if (Date.now() > deadline) throw new Error("No reply after reconnect"); + await new Promise((resolve) => setTimeout(resolve, 20)); + } + await session.activity?.currentSpeech?.waitForPlayout(); + } } else await session.say("Fixture playback", { audio }).waitForPlayout(); if (process.env.LIVEKIT_SEGMENTS === "1") { - await processor.forceFlush(); - const capture = processor.captures.get(session); - assert( - capture.recorder.segments.some((s) => s.state === "ready"), - "export while session is still running", + console.log( + JSON.stringify({ + playedDurationMs: output.playedSamples / 24, + completedUploads, + }), ); - assert(!capture.closed); } - if (realtimeMode) await session.input.audio?.close(); + if (audioInput) await session.input.audio?.close(); await session.close(); await provider?.forceFlush(); await logger.flush(); } finally { - if (realtimeMode) await session.input.audio?.close(); + if (audioInput) await session.input.audio?.close(); await session.close(); await provider?.shutdown(); await dispose(); diff --git a/e2e/scenarios/livekit-instrumentation/scenario.test.ts b/e2e/scenarios/livekit-instrumentation/scenario.test.ts index 887165c9f..a57878bee 100644 --- a/e2e/scenarios/livekit-instrumentation/scenario.test.ts +++ b/e2e/scenarios/livekit-instrumentation/scenario.test.ts @@ -1,3 +1,4 @@ +import { assertAudioTrace } from "./assertions"; import { expect, test } from "vitest"; import { prepareScenarioDir, @@ -12,7 +13,7 @@ function normalizer() { function stable(value: unknown, key = ""): unknown { if ( typeof value === "number" && - /(_ms|_at|At|wait_duration|queue_wait|playback_latency|playbackPosition|ttft|ttfb|time_to_first_chunk|time_to_first_token|timestamp|ttfbMs|durationMs|tokensPerSecond)$/.test( + /(_ms|_at|transcription_delay|end_of_turn_delay|on_user_turn_completed_delay|e2e_latency|At|wait_duration|queue_wait|playback_latency|playbackPosition|ttft|ttfb|time_to_first_chunk|time_to_first_token|timestamp|ttfbMs|durationMs|tokensPerSecond)$/.test( key, ) ) @@ -36,7 +37,7 @@ function normalizer() { if (value && typeof value === "object") return Object.fromEntries( Object.entries(value).map(([k, v]) => [ - k.startsWith("item_") ? stable(k) : k, + /^(item_|speech_)/.test(k) ? stable(k) : k, stable(v, k), ]), ); @@ -74,6 +75,7 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { }); const stable = normalizer(); const raw = harness.events(); + assertAudioTrace(raw); const events = [...new Set(raw.map((e) => e.span.name))].flatMap( (name) => findAllSpans(raw, name!), ); @@ -149,6 +151,7 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { }); const stable = normalizer(); const raw = harness.events(); + assertAudioTrace(raw); const events = [...new Set(raw.map((e) => e.span.name))].flatMap( (name) => findAllSpans(raw, name!), ); @@ -213,166 +216,257 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { } for (const variant of ["livekit-v1", "livekit-v1-latest"]) { - test.sequential( - `${variant} realtime order conversation`, - async () => { - await withScenarioHarness(async (harness) => { - await harness.runNodeScenarioDir({ - scenarioDir, - entry: "scenario.mjs", - timeoutMs: 90000, - nodeArgs: ["--import", "braintrust/hook.mjs"], - env: { - LIVEKIT_PACKAGE: variant, - LIVEKIT_PROVIDER: "1", - LIVEKIT_REALTIME: "1", - LIVEKIT_AUDIO: "1", - LIVEKIT_WS_PATH: `${originalScenarioDir}/__cassettes__/${variant}-realtime.websocket.json`, - BRAINTRUST_E2E_CASSETTE_MODE: - process.env.BRAINTRUST_E2E_CASSETTE_MODE ?? "replay", - BRAINTRUST_DISABLE_INSTRUMENTATION: "", - OPENAI_API_KEY: process.env.OPENAI_API_KEY ?? "replay", - }, - runContext: { - variantKey: variant, - originalScenarioDir, - cassette: false, - }, - }); - const stable = normalizer(); - const raw = harness.events(); - const events = [...new Set(raw.map((e) => e.span.name))].flatMap( - (name) => findAllSpans(raw, name!), - ); - expect( - findLatestSpan(events, "lookup_order")?.row.output, - ).toMatchObject({ delivery: "Friday" }); - expect( - events.filter((e) => e.span.name === "llm_response"), - ).toHaveLength(2); - const turn = findLatestSpan(events, "assistant_turn"); - expect(turn?.row.output).toEqual( - expect.arrayContaining([ + for (const [scheme, burst] of [ + "realtime", + "duplex", + "duplex-overlap", + "streaming-cascade", + "half-cascade", + "reconnect", + ].flatMap<[string, boolean]>((scheme) => + scheme === "half-cascade" + ? [ + [scheme, false], + [scheme, true], + ] + : [[scheme, false]], + )) + test.sequential( + `${variant} ${scheme}${burst ? " burst" : ""} order conversation`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_PROVIDER: "1", + LIVEKIT_WS_BURST: burst ? "1" : "0", + LIVEKIT_REALTIME: scheme === "streaming-cascade" ? "0" : "1", + LIVEKIT_STREAMING_STT: scheme === "streaming-cascade" ? "1" : "0", + LIVEKIT_RECONNECT: scheme === "reconnect" ? "1" : "0", + LIVEKIT_HALF_CASCADE: scheme === "half-cascade" ? "1" : "0", + LIVEKIT_DUPLEX: scheme.startsWith("duplex") ? "1" : "0", + LIVEKIT_OVERLAP: scheme === "duplex-overlap" ? "1" : "0", + LIVEKIT_AUDIO: "1", + LIVEKIT_WS_PATH: `${originalScenarioDir}/__cassettes__/${variant}-${scheme}.websocket.json`, + BRAINTRUST_E2E_CASSETTE_MODE: + process.env.BRAINTRUST_E2E_CASSETTE_MODE ?? "replay", + BRAINTRUST_DISABLE_INSTRUMENTATION: "", + OPENAI_API_KEY: process.env.OPENAI_API_KEY ?? "replay", + }, + runContext: { + variantKey: variant, + originalScenarioDir, + cassette: ["streaming-cascade", "half-cascade"].includes(scheme) + ? { variantKey: `${variant}-${scheme}` } + : false, + }, + }); + const stable = normalizer(); + const raw = harness.events(); + assertAudioTrace(raw); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + expect( + findLatestSpan(events, "lookup_order")?.row.output, + ).toMatchObject({ delivery: "Friday" }); + expect( + events.filter((e) => e.span.name === "llm_response").length, + ).toBeGreaterThanOrEqual(2); + const turn = findLatestSpan(events, "assistant_turn"); + expect(turn?.row.output).toEqual( + expect.arrayContaining([ + expect.objectContaining({ + role: "assistant", + content: expect.stringMatching(/Friday/i), + }), + ]), + ); + if (scheme === "reconnect") + expect( + events.filter( + (e) => + e.span.name === "user_turn" && + e.row.metadata?.["contrib.livekit.item_id"], + ), + ).toHaveLength(2); + if (scheme.startsWith("duplex")) { + const callers = events.filter( + (e) => + e.span.name === "user_turn" && + e.row.metadata?.["contrib.livekit.item_id"], + ); + expect(callers).toHaveLength(scheme === "duplex-overlap" ? 2 : 1); + if (scheme === "duplex-overlap") + expect(callers[1].row.input).toEqual([ + expect.objectContaining({ + role: "user", + content: expect.stringMatching(/Thanks.*delivery.*detail/i), + }), + ]); + expect(callers[0].row.input).toEqual([ + expect.objectContaining({ + role: "user", + content: expect.stringMatching( + /Where is my order.*(?:1042|one zero four two)/i, + ), + }), + ]); + } + const user = events.find( + (e) => + e.span.name === "user_turn" && + (e.row.metadata?.["contrib.livekit.item_id"] || + (scheme === "streaming-cascade" && + Array.isArray(e.row.input) && + e.row.input.some( + (message) => message?.role === "user" && message.content, + ))), + ); + expect(user?.row.input).toEqual([ expect.objectContaining({ - role: "assistant", - content: expect.stringMatching(/Friday/i), + role: "user", + content: expect.stringMatching(/order/i), }), - ]), - ); - const user = events.find( - (e) => - e.span.name === "user_turn" && e.row.metadata?.["openai.item_id"], - ); - expect(user?.row.input).toEqual([ - expect.objectContaining({ - role: "user", - content: expect.stringMatching(/order/i), - }), - ]); - expect(user?.row.metadata?.["audio.selections"]).toEqual( - expect.arrayContaining([ - expect.objectContaining({ channel_index: 0 }), - ]), - ); - expect(turn?.row.metadata?.["turn.reply_to"]).toBe(user!.span.id); - const speaking = findLatestSpan(events, "livekit.user_speaking"); - expect(speaking?.row.span_parents).toEqual([user!.span.id]); - expect(speaking?.row.metadata?.["turn.id"]).toBe(user!.span.id); - expect(speaking?.row.metadata?.["audio.selections"]).toEqual( - user!.row.metadata?.["audio.selections"], - ); - expect( - events - .filter((e) => e.span.name === "llm_response") - .every((e) => Array.isArray(e.row.output)), - ).toBe(true); - expect(findLatestSpan(events, "tts")).toBeUndefined(); - await matchSpanTreeSnapshot( - events.map((event) => ({ - event, - fields: stable({ - ...spanTreeFields(event), - context: event.row.context, - }) as Record, - })), - resolveFileSnapshotPath( - import.meta.url, - `${variant}-realtime.span-tree.json`, - ), - ); - }); - }, - 120000, - ); + ]); + expect(user?.row.metadata?.["audio.selections"]).toEqual( + expect.arrayContaining([ + expect.objectContaining({ channel_index: 0 }), + ]), + ); + expect( + events + .filter((e) => e.span.name === "llm_response") + .every((e) => Array.isArray(e.row.output)), + ).toBe(true); + if (["half-cascade", "streaming-cascade"].includes(scheme)) + expect(findLatestSpan(events, "tts")).toBeDefined(); + else expect(findLatestSpan(events, "tts")).toBeUndefined(); + if (scheme === "streaming-cascade") + expect(user?.row.metadata?.model).toBe("gpt-4o-mini-transcribe"); + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-${scheme}.span-tree.json`, + ), + ); + }); + }, + 120000, + ); } for (const variant of ["livekit-v1", "livekit-v1-latest"]) { - test.sequential( - `${variant} interrupted order answer`, - async () => { - await withScenarioHarness(async (harness) => { - await harness.runNodeScenarioDir({ - scenarioDir, - entry: "scenario.mjs", - timeoutMs: 90000, - nodeArgs: ["--import", "braintrust/hook.mjs"], - env: { - LIVEKIT_PACKAGE: variant, - LIVEKIT_PROVIDER: "1", - LIVEKIT_AUDIO: "1", - LIVEKIT_INTERRUPT: "1", - BRAINTRUST_DISABLE_INSTRUMENTATION: "", - }, - runContext: { - variantKey: variant, - cassette: { variantKey: `${variant}-order` }, - originalScenarioDir, - }, + for (const recover of [false, true]) + test.sequential( + `${variant} ${recover ? "recovered" : "interrupted"} order answer`, + async () => { + await withScenarioHarness(async (harness) => { + await harness.runNodeScenarioDir({ + scenarioDir, + entry: "scenario.mjs", + timeoutMs: 90000, + nodeArgs: ["--import", "braintrust/hook.mjs"], + env: { + LIVEKIT_PACKAGE: variant, + LIVEKIT_PROVIDER: "1", + LIVEKIT_AUDIO: "1", + LIVEKIT_INTERRUPT: "1", + LIVEKIT_RECOVER: recover ? "1" : "0", + BRAINTRUST_DISABLE_INSTRUMENTATION: "", + }, + runContext: { + variantKey: variant, + cassette: { + variantKey: `${variant}-${recover ? "recovered" : "order"}`, + }, + originalScenarioDir, + }, + }); + const raw = harness.events(); + assertAudioTrace(raw); + const events = [...new Set(raw.map((e) => e.span.name))].flatMap( + (name) => findAllSpans(raw, name!), + ); + const turn = events.find( + (e) => + e.span.name === "assistant_turn" && + e.row.metadata?.["contrib.livekit.interrupted"], + ); + if (recover) { + const resumed = findLatestSpan(events, "assistant_turn"); + expect(resumed?.span.id).not.toBe(turn?.span.id); + expect(resumed?.row.metadata?.["contrib.livekit.interrupted"]).toBe( + false, + ); + expect(resumed?.row.output).toEqual( + expect.arrayContaining([ + expect.objectContaining({ + role: "assistant", + content: expect.stringMatching(/Friday/i), + }), + ]), + ); + expect(resumed?.row.metadata?.["audio.selections"]).toEqual( + expect.arrayContaining([ + expect.objectContaining({ channel_index: 1 }), + ]), + ); + } + expect(turn?.row.metadata?.["contrib.livekit.interrupted"]).toBe( + true, + ); + expect(turn?.row.metadata?.["audio.selections"]).toEqual( + expect.arrayContaining([ + expect.objectContaining({ channel_index: 1 }), + ]), + ); + expect( + turn?.row.metadata?.["contrib.livekit.playback_events"], + ).toEqual( + expect.arrayContaining([ + expect.objectContaining({ + attributes: expect.objectContaining({ interrupted: true }), + }), + ]), + ); + const stable = normalizer(); + await matchSpanTreeSnapshot( + events.map((event) => ({ + event, + fields: stable({ + ...spanTreeFields(event), + context: event.row.context, + }) as Record, + })), + resolveFileSnapshotPath( + import.meta.url, + `${variant}-${recover ? "recovered" : "interrupted"}.span-tree.json`, + ), + ); }); - const raw = harness.events(); - const events = [...new Set(raw.map((e) => e.span.name))].flatMap( - (name) => findAllSpans(raw, name!), - ); - const turn = findLatestSpan(events, "assistant_turn"); - expect(turn?.row.metadata?.["contrib.livekit.interrupted"]).toBe(true); - expect(turn?.row.metadata?.["audio.selections"]).toEqual( - expect.arrayContaining([ - expect.objectContaining({ channel_index: 1 }), - ]), - ); - expect(turn?.row.metadata?.["contrib.livekit.playback_events"]).toEqual( - expect.arrayContaining([ - expect.objectContaining({ - attributes: expect.objectContaining({ interrupted: true }), - }), - ]), - ); - const stable = normalizer(); - await matchSpanTreeSnapshot( - events.map((event) => ({ - event, - fields: stable({ - ...spanTreeFields(event), - context: event.row.context, - }) as Record, - })), - resolveFileSnapshotPath( - import.meta.url, - `${variant}-interrupted.span-tree.json`, - ), - ); - }); - }, - 120000, - ); + }, + 120000, + ); } for (const variant of ["livekit-v1", "livekit-v1-latest"]) { - test.sequential( - `${variant} progressive Ogg order recording`, - async () => { + test.sequential.each([0, 137])( + `${variant} progressive Ogg order recording (%i ms start delay)`, + async (startDelayMs) => { await withScenarioHarness(async (harness) => { - await harness.runNodeScenarioDir({ + const result = await harness.runNodeScenarioDir({ scenarioDir, entry: "scenario.mjs", timeoutMs: 90000, @@ -382,6 +476,7 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { LIVEKIT_PROVIDER: "1", LIVEKIT_AUDIO: "1", LIVEKIT_SEGMENTS: "1", + LIVEKIT_PLAYBACK_START_DELAY_MS: String(startDelayMs), BRAINTRUST_DISABLE_INSTRUMENTATION: "", }, runContext: { @@ -391,6 +486,7 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { }, }); const raw = harness.events(); + assertAudioTrace(raw); const events = [...new Set(raw.map((e) => e.span.name))].flatMap( (name) => findAllSpans(raw, name!), ); @@ -400,40 +496,116 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { state: string; mime_type: string; recording_group_id: string; + duration_ms: number; + attachment: { span_id: string; ref: string }; + timeline: { recording_start_offset_ms: number }; }[]; + // Rotation is anchored to session time, so startup latency changes the + // number of files. Assert complete playback coverage rather than a fixed + // segment-count snapshot; the ordinary audio case snapshots trace shape. expect(descriptors.length).toBeGreaterThan(1); + const attachments = ( + root.row.input as { + audio: Record< + string, + { key: string; filename: string; content_type: string } + >; + } + ).audio; + expect(Object.keys(attachments).sort()).toEqual( + descriptors.map((r) => r.id).sort(), + ); + const requests = harness.requestsAfter(0); + for (const [index, recording] of descriptors.entries()) { + expect(recording).toMatchObject({ + id: `call-${String(index).padStart(4, "0")}`, + state: "ready", + mime_type: "audio/ogg", + recording_group_id: "call", + attachment: { + span_id: root.span.id, + ref: `/input/audio/${recording.id}`, + }, + }); + expect(recording.duration_ms).toBeGreaterThan(0); + expect(recording.duration_ms).toBeLessThanOrEqual(200.05); + if (index > 0) { + const previous = descriptors[index - 1]; + expect(recording.timeline.recording_start_offset_ms).toBeCloseTo( + previous.timeline.recording_start_offset_ms + + previous.duration_ms, + 1, + ); + } + const attachment = attachments[recording.id]; + expect(attachment).toMatchObject({ + filename: `${recording.id}.ogg`, + content_type: "audio/ogg", + }); + expect( + requests.some( + (r) => + r.path === "/attachment/status" && + (r.jsonBody as { key?: string })?.key === attachment.key && + (r.jsonBody as { status?: { upload_status?: string } })?.status + ?.upload_status === "done", + ), + ).toBe(true); + } + const diagnostic = result.stdout + .split("\n") + .find((line) => line.startsWith('{"playedDurationMs":')); + expect(diagnostic).toBeDefined(); + const { playedDurationMs, completedUploads } = JSON.parse(diagnostic!); + expect(playedDurationMs).toBeGreaterThan(0); + // A successful upload must precede the final frame, without forceFlush. expect( - descriptors.every( - (r) => - r.state === "ready" && - r.mime_type === "audio/ogg" && - r.recording_group_id === "call", + completedUploads.some( + (upload: { key: string; playedSamples: number }) => + upload.playedSamples > 0 && + upload.playedSamples / 24 < playedDurationMs && + Object.values(attachments).some((a) => a.key === upload.key), ), ).toBe(true); - const turn = findLatestSpan(events, "assistant_turn")!; - expect( - new Set( - ( - turn.row.metadata?.["audio.selections"] as { - recording_id: string; - }[] - ).map((s) => s.recording_id), - ).size, - ).toBeGreaterThan(1); - const stable = normalizer(); - await matchSpanTreeSnapshot( - events.map((event) => ({ - event, - fields: stable({ - ...spanTreeFields(event), - context: event.row.context, - }) as Record, - })), - resolveFileSnapshotPath( - import.meta.url, - `${variant}-segments.span-tree.json`, - ), - ); + for (const name of ["assistant_turn", "livekit.agent_speaking"]) { + const owner = findLatestSpan(events, name)!; + const selections = owner.row.metadata?.["audio.selections"] as { + recording_id: string; + recording_span_id: string; + channel_index: number; + start_offset_ms: number; + end_offset_ms: number; + }[]; + expect(selections.map((s) => s.recording_id)).toEqual( + descriptors.map((r) => r.id), + ); + let selectedMs = 0; + let previousEnd: number | undefined; + for (const selection of selections) { + const recording = descriptors.find( + (r) => r.id === selection.recording_id, + )!; + expect(selection.recording_span_id).toBe(root.span.id); + expect(selection.channel_index).toBe(1); + expect(selection.start_offset_ms).toBeGreaterThanOrEqual(0); + expect(selection.end_offset_ms).toBeGreaterThan( + selection.start_offset_ms, + ); + expect(selection.end_offset_ms).toBeLessThanOrEqual( + recording.duration_ms + 0.05, + ); + const start = + recording.timeline.recording_start_offset_ms + + selection.start_offset_ms; + if (previousEnd !== undefined) + expect(start).toBeCloseTo(previousEnd, 1); + previousEnd = + recording.timeline.recording_start_offset_ms + + selection.end_offset_ms; + selectedMs += selection.end_offset_ms - selection.start_offset_ms; + } + expect(selectedMs).toBeCloseTo(playedDurationMs, 1); + } }); }, 120000, @@ -483,6 +655,7 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { }, }); const events = harness.events(); + assertAudioTrace(events); if (mode === "integration-off" || mode === "unsampled") { expect(events).toHaveLength(0); return; @@ -569,6 +742,7 @@ for (const variant of ["livekit-v1", "livekit-v1-latest"]) { }, }); const events = harness.events(); + assertAudioTrace(events); expect(findAllSpans(events, "livekit.agent_session")).toHaveLength(1); const turns = findAllSpans(events, "assistant_turn"); const turnIds = new Set(turns.map((t) => t.span.id)); diff --git a/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs b/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs index c059d67ef..d7bed105b 100644 --- a/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs +++ b/e2e/scenarios/livekit-instrumentation/websocket-cassette.mjs @@ -1,15 +1,24 @@ // Real protocol recordings only. Never save HTTP headers or credentials. import { WebSocket, WebSocketServer } from "ws"; import { readFile, writeFile, mkdir } from "node:fs/promises"; +import { setImmediate } from "node:timers/promises"; import { dirname } from "node:path"; import assert from "node:assert/strict"; -export async function websocketCassette(path, record) { +export async function websocketCassette( + path, + record, + { concurrentAudio = false, burst = false } = {}, +) { const events = record ? [] : JSON.parse(await readFile(path, "utf8")); let index = 0, failure, socket, upstream; + let disconnected = false; + let connectionCount = 0; const ids = new Map(); + const consumed = new Set(); + const isAudio = (message) => message.type === "session.input_audio.append"; const server = new WebSocketServer({ port: 0, host: "127.0.0.1" }); await new Promise((resolve) => server.once("listening", resolve)); function remap(value) { @@ -45,55 +54,106 @@ export async function websocketCassette(path, record) { } assert.deepEqual(actual, expected); } - const pump = () => { - while ( - index < events.length && - events[index].direction === "receive" && - socket.readyState === WebSocket.OPEN - ) - socket.send(JSON.stringify(remap(events[index++].message))); + let pumping = false; + const pump = async () => { + if (pumping) return; + pumping = true; + try { + while (index < events.length && socket.readyState === WebSocket.OPEN) { + if (events[index].direction === "send") { + if (!consumed.delete(index)) break; + index++; + } else if ( + events[index].direction === "disconnect" || + events[index].direction === "connect" + ) + break; + else { + const message = remap(events[index++].message); + socket.send(JSON.stringify(message)); + // Preserve protocol order without waiting on the instrumented code. + // Burst replay also exercises completion arriving before async setup. + if (!burst) await setImmediate(); + } + } + } catch (error) { + failure = error; + socket?.close(); + } finally { + pumping = false; + } }; server.on("connection", (client, request) => { - if (socket) { + if (socket && !disconnected) { failure ??= new Error("Unexpected realtime reconnect"); client.close(); return; } + if (connectionCount > 0) { + if (record) events.push({ direction: "connect" }); + else { + assert.equal( + events[index]?.direction, + "connect", + "Expected recorded reconnect", + ); + index++; + } + } + connectionCount++; + disconnected = false; socket = client; if (record) { - upstream = new WebSocket(`wss://api.openai.com${request.url}`, { + const url = new URL(request.url, "wss://api.openai.com"); + // LiveKit adds model routing for gateways, but OpenAI transcription + // selects its model in session.update rather than the upgrade URL. + if (url.searchParams.get("intent") === "transcription") + url.searchParams.delete("model"); + const remote = (upstream = new WebSocket(url, { headers: { Authorization: `Bearer ${process.env.OPENAI_API_KEY}` }, - }); + })); const pending = []; client.on("message", (data) => { const message = JSON.parse(data.toString()); events.push({ direction: "send", message }); - if (upstream.readyState === WebSocket.OPEN) - upstream.send(data.toString()); + if (remote.readyState === WebSocket.OPEN) remote.send(data.toString()); else pending.push(data.toString()); }); - upstream.on("open", () => - pending.splice(0).forEach((data) => upstream.send(data)), + remote.on("open", () => + pending.splice(0).forEach((data) => remote.send(data)), ); - upstream.on("message", (data) => { + remote.on("message", (data) => { const message = JSON.parse(data.toString()); events.push({ direction: "receive", message }); if (client.readyState === WebSocket.OPEN) client.send(data.toString()); }); - upstream.on("error", () => { + remote.on("error", () => { failure = new Error("Realtime upstream connection failed"); client.close(); }); - client.on("close", () => upstream.close()); + client.on("close", () => remote.close()); } else { client.on("message", (data) => { try { + const actual = JSON.parse(data.toString()); + // A duplex microphone keeps sending while tools finish. Validate both + // ordered lanes in full without depending on their scheduler interleave. + const expected = concurrentAudio + ? events.findIndex( + (event, i) => + i >= index && + event.direction === "send" && + !consumed.has(i) && + isAudio(event.message) === isAudio(actual), + ) + : index; assert.equal( - events[index]?.direction, + events[expected]?.direction, "send", `Unexpected outgoing message at ${index}`, ); - match(JSON.parse(data.toString()), events[index++].message); + match(actual, events[expected].message); + consumed.add(expected); pump(); } catch (error) { console.error("WebSocket cassette mismatch at", index, error); @@ -106,6 +166,27 @@ export async function websocketCassette(path, record) { }); return { baseURL: `http://127.0.0.1:${server.address().port}/v1`, + disconnect() { + assert( + socket?.readyState === WebSocket.OPEN, + "No active connection to disconnect", + ); + if (record) events.push({ direction: "disconnect" }); + else { + assert.equal( + events[index]?.direction, + "disconnect", + "Disconnect before recorded messages completed", + ); + index++; + } + disconnected = true; + socket.terminate(); + upstream?.terminate(); + }, + get connections() { + return connectionCount; + }, async close() { socket?.terminate(); upstream?.terminate(); @@ -113,7 +194,20 @@ export async function websocketCassette(path, record) { if (failure) throw failure; if (record) { await mkdir(dirname(path), { recursive: true }); - await writeFile(path, JSON.stringify(events, null, 2) + "\n"); + // Provider session IDs can resemble access tokens. Preserve references + // with synthetic IDs in the cassette, without changing live traffic. + const sessionIds = new Map(); + for (const event of events) { + const id = event.message?.session?.id; + if (typeof id === "string" && !sessionIds.has(id)) + sessionIds.set(id, `session_fixture_${sessionIds.size + 1}`); + } + const serialized = JSON.stringify( + events, + (_key, value) => sessionIds.get(value) ?? value, + 2, + ); + await writeFile(path, serialized + "\n"); } else assert.equal( index, diff --git a/js/src/instrumentation/livekit/audio.ts b/js/src/instrumentation/livekit/audio.ts index e7e8fe1f6..6dc106010 100644 --- a/js/src/instrumentation/livekit/audio.ts +++ b/js/src/instrumentation/livekit/audio.ts @@ -24,31 +24,30 @@ type RecordingSpan = { log(event: { input?: unknown; metadata?: Record }): void; }; export interface Recording { - recorder: { - readonly reason?: string; - readonly formats: ReadonlyMap< - number, - ReadonlyMap - >; - stop(reason: string): void; - copy(pcm: Int16Array): Int16Array | undefined; - release(pcm: Int16Array): void; - append(packet: Packet): boolean; - record(packet: Packet): boolean; - advance(watermark: number): void; - drain(): Promise; - finish(): Promise; - }; + readonly reason?: string; + readonly formats: ReadonlyMap< + number, + ReadonlyMap + >; + stop(reason: string): void; + copy(pcm: Int16Array): Int16Array | undefined; + release(pcm: Int16Array): void; + append(packet: Packet): boolean; + record(packet: Packet): boolean; + advance(watermark: number): void; + drain(): Promise; + finish(): Promise; + publishRecordings(): void; + publishSelections(): void; +} +export interface AudioExtension { timeline: { CALL_SAMPLE_RATE: number; msToSamples(milliseconds: number, sampleRate?: number): number; samplesToMs(samples: number, sampleRate?: number): number; pcmBytesToMs(bytes: number, sampleRate: number, channels: number): number; }; - publishManifest(): void; - publishSelections(): void; -} -export interface AudioExtension { + createRecording(config: { options?: RecordingOptions; audioFormat?: "ogg" | "wav"; @@ -59,10 +58,9 @@ export interface AudioExtension { origin: number; basis: string; source(channel: number): Record; - closed: boolean; metadata?: Record; }; - targets(): Iterable<{ + turnSelections(): Iterable<{ span: Pick; intervals: Selection[]; alias?: boolean; diff --git a/js/src/instrumentation/livekit/capture-state.ts b/js/src/instrumentation/livekit/capture-state.ts index 17298f06c..5b7a388ac 100644 --- a/js/src/instrumentation/livekit/capture-state.ts +++ b/js/src/instrumentation/livekit/capture-state.ts @@ -2,14 +2,14 @@ import type { Capture, Packet } from "./runtime"; const MAX_PACKETS = 100000; export function omit(c: Capture, reason: string) { - c.recorder.stop(reason); + c.recording.stop(reason); } export function release(c: Capture) { c.inputStream = undefined; } export function advance(c: Capture) { const wall = Date.now() - c.origin - 1000; - c.recorder.advance( + c.recording.advance( Math.min( wall, c.user ? (c.inputEnd ?? 0) : wall, @@ -18,7 +18,7 @@ export function advance(c: Capture) { ); } export function copyFrame(c: Capture, frame: any): Int16Array | undefined { - if (c.closed || c.recorder.reason) return; + if (c.closed || c.recording.reason) return; if ( !(frame?.data instanceof Int16Array) || !Number.isInteger(frame.sampleRate) || @@ -31,10 +31,10 @@ export function copyFrame(c: Capture, frame: any): Int16Array | undefined { return; } if (!frame.data.length) return; - return c.recorder.copy(frame.data); + return c.recording.copy(frame.data); } export function packet(c: Capture, p: Packet): boolean { - return c.recorder.append(p); + return c.recording.append(p); } export function select( c: Capture, diff --git a/js/src/instrumentation/livekit/capture.test.ts b/js/src/instrumentation/livekit/capture.test.ts index 0f4c3f10a..e7907702b 100644 --- a/js/src/instrumentation/livekit/capture.test.ts +++ b/js/src/instrumentation/livekit/capture.test.ts @@ -1,23 +1,34 @@ -import { SegmentExporter } from "../../../../integrations/audio/src/exporter"; -import * as timeline from "../../../../integrations/audio/src/timeline"; -import { mergeSelections } from "../../../../integrations/audio/src/selections"; /* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ import { EventEmitter } from "node:events"; -import { afterEach, expect, test, vi } from "vitest"; -import { instrumentInput, instrumentOutput, release } from "./capture"; +import { afterEach, beforeEach, expect, test, vi } from "vitest"; import { - Recorder, + createRecording, + timeline, type RecordingOptions, -} from "../../../../integrations/audio/src/recorder"; -import type { EncodedAudio } from "../../../../integrations/audio/src/segment"; -import type { Capture } from "./runtime"; +} from "../../../../integrations/audio/src/index"; +import * as audioWorker from "../../../../integrations/audio/src/worker"; import { encodeCall } from "../../../../integrations/audio/src/pcm"; +import { mergeSelections } from "../../../../integrations/audio/src/selections"; +import { instrumentInput, instrumentOutput, release } from "./capture"; +import type { Capture } from "./runtime"; +type AudioFile = { bytes: Uint8Array; durationMs: number }; const captures: Capture[] = []; +beforeEach(() => { + // Core-only test jobs do not build the optional audio worker. Keep real WAV + // encoding here; worker execution is covered by audio tests and LiveKit E2E. + vi.spyOn(audioWorker, "createEncoder").mockReturnValue( + async (packets, durationMs) => ({ + ...encodeCall(packets, durationMs), + mimeType: "audio/wav", + sampleRate: 24000, + }), + ); +}); function capture( options: RecordingOptions = {}, -): Capture & { files: EncodedAudio[]; recorder: Recorder } { - const files: EncodedAudio[] = []; - const c: Capture & { files: EncodedAudio[]; recorder: Recorder } = { +): Capture & { files: AudioFile[] } { + const files: AudioFile[] = []; + const c: Capture & { files: AudioFile[] } = { files, timeline, session: { @@ -31,29 +42,25 @@ function capture( user: true, agent: true, origin: Date.now() - 100, - recorder: new Recorder( + recording: createRecording({ options, - new SegmentExporter( - async (packets, durationMs) => ({ - ...encodeCall(packets, durationMs), - mimeType: "audio/wav", - sampleRate: 24000, - }), - ({ data }) => ({ - reference: {}, - upload: async () => { - files.push({ - bytes: data, - durationMs: (data.length - 44) / 96, - mimeType: "audio/wav", - sampleRate: 24000, - }); - return { upload_status: "done" }; - }, - }), - ), - async () => {}, - ), + audioFormat: "wav", + span: { spanId: "session", log: () => {} }, + flush: async () => {}, + snapshot: () => ({ + origin: c.origin, + basis: "test", + source: (channel_index) => ({ channel_index }), + }), + turnSelections: () => [], + createAttachment: ({ data }) => ({ + reference: {}, + upload: async () => { + files.push({ bytes: data, durationMs: (data.length - 44) / 96 }); + return { upload_status: "done" }; + }, + }), + }), inputTimeline: [], inputDurationMs: 0, outputHolds: new Map(), @@ -73,9 +80,10 @@ const frame = (samples = 480, value = 1234) => ({ afterEach(async () => { for (const c of captures.splice(0)) { for (const f of c.cleanups) f(); - await c.recorder.finish(); + await c.recording.finish(); release(c); } + vi.restoreAllMocks(); }); test("input tap preserves read values, cancellation and locks; copies mutable PCM", async () => { const c = capture(), @@ -93,7 +101,7 @@ test("input tap preserves read values, cancellation and locks; copies mutable PC const reader = stream.getReader(); expect((await reader.read()).value).toBe(f); f.data.fill(0); - await c.recorder.finish(); + await c.recording.finish(); expect( new DataView(c.files[0].bytes.buffer).getInt16( c.files[0].bytes.length - 4, @@ -151,7 +159,7 @@ test("interruption includes only sink progress ranges, excluding queued tail and expect( c.events.get("turn")![0].attributes.synchronizedTranscript, ).toBeUndefined(); - await c.recorder.finish(); + await c.recording.finish(); const wav = c.files[0]; expect(wav.durationMs).toBe(80); const view = new DataView(wav.bytes.buffer); @@ -171,7 +179,7 @@ test("synchronous completion during an in-flight capture is settled after accept }; instrumentOutput(c, sink, true); await sink.captureFrame(frame()); - await c.recorder.finish(); + await c.recording.finish(); expect(c.files).toHaveLength(1); expect(c.selections.get("turn")![0].end_offset_ms).toBe(30); }); @@ -184,8 +192,8 @@ test("failed capture preserves the original exception and cannot claim retained }; instrumentOutput(c, sink, false); await expect(sink.captureFrame(frame())).rejects.toBe(error); - expect(c.recorder.reason).toBe("output_capture_failed"); - await c.recorder.finish(); + expect(c.recording.reason).toBe("output_capture_failed"); + await c.recording.finish(); expect(c.files).toHaveLength(0); }); test("unknown interrupted playout is omitted rather than guessed from span timestamps", async () => { @@ -195,29 +203,7 @@ test("unknown interrupted playout is omitted rather than guessed from span times instrumentOutput(c, sink, false); await sink.captureFrame(frame()); sink.emit("playbackFinished", { playbackPosition: 0.01, interrupted: true }); - expect(c.recorder.reason).toBe("output_playout_mapping_unavailable"); -}); -test("worker preserves channel separation and frame duration at different rates", () => { - const result = encodeCall([ - { - pcm: new Int16Array(160).fill(1000), - rate: 8000, - channels: 1, - channel: 0, - at: 0, - }, - { - pcm: new Int16Array(960).fill(-1000), - rate: 48000, - channels: 1, - channel: 1, - at: 0, - }, - ]); - expect(result.durationMs).toBe(20); - const view = new DataView(result.bytes.buffer); - expect(view.getInt16(44, true)).toBe(1000); - expect(view.getInt16(46, true)).toBe(-1000); + expect(c.recording.reason).toBe("output_playout_mapping_unavailable"); }); test("byte budget stops capture and releases staged output without changing I/O", async () => { const c = capture({ maxBufferBytes: 960 }), @@ -230,9 +216,9 @@ test("byte budget stops capture and releases staged output without changing I/O" await sink.captureFrame(frame()); await sink.captureFrame(frame()); expect(accepted).toBe(2); - expect(c.recorder.reason).toBe("capture_byte_limit"); + expect(c.recording.reason).toBe("capture_byte_limit"); sink.emit("playbackFinished", { playbackPosition: 0.04, interrupted: false }); - await c.recorder.finish(); + await c.recording.finish(); expect(c.files).toHaveLength(0); }); test("buffered input frames retain all samples instead of overwriting equal arrival times", async () => { @@ -249,7 +235,7 @@ test("buffered input frames retain all samples instead of overwriting equal arri await reader.read(); await reader.read(); reader.releaseLock(); - await c.recorder.finish(); + await c.recording.finish(); const wav = c.files[0], view = new DataView(wav.bytes.buffer); const last = wav.bytes.length - 4; @@ -262,12 +248,12 @@ test("input source replacement is explicit and concurrent sessions cannot steal const stream = new ReadableStream(); instrumentInput(a, stream); instrumentInput(b, stream); - expect(a.recorder.reason).toBe("shared_input_unsupported"); - expect(b.recorder.reason).toBe("shared_input_unsupported"); + expect(a.recording.reason).toBe("shared_input_unsupported"); + expect(b.recording.reason).toBe("shared_input_unsupported"); const c = capture(); instrumentInput(c, new ReadableStream()); instrumentInput(c, new ReadableStream()); - expect(c.recorder.reason).toBe("input_source_change_unsupported"); + expect(c.recording.reason).toBe("input_source_change_unsupported"); }); test("confirmed playback rotates during a still-open utterance and interruption discards only its queued tail", async () => { @@ -283,13 +269,13 @@ test("confirmed playback rotates during a still-open utterance and interruption offset: 0, duration: 20, }); - await c.recorder.drain(); - expect(c.recorder.segments).toMatchObject([{ state: "ready", end: 20 }]); + await c.recording.drain(); + expect(c.files).toMatchObject([{ durationMs: 20 }]); expect(c.closed).toBe(false); - expect(c.recorder.retainedBytes).toBe(0); await sink.captureFrame(frame()); sink.emit("playbackFinished", { playbackPosition: 0.02, interrupted: true }); - expect(c.recorder.retainedBytes).toBe(0); + await c.recording.finish(); + expect(c.files).toMatchObject([{ durationMs: 20 }]); expect(c.selections.get("turn")).toMatchObject([ { start_offset_ms: 0, end_offset_ms: 20 }, ]); @@ -298,27 +284,8 @@ test("confirmed playback rotates during a still-open utterance and interruption test("continuous input uses sample time despite late delivery and preserves actual silent samples", async () => { let now = 10020; const clock = vi.spyOn(Date, "now").mockImplementation(() => now); - const files: Uint8Array[] = []; const c = capture(); c.origin = 10000; - c.recorder = new Recorder( - {}, - new SegmentExporter( - async (packets, durationMs) => ({ - ...encodeCall(packets, durationMs), - mimeType: "audio/wav", - sampleRate: 24000, - }), - ({ data }) => ({ - reference: {}, - upload: async () => { - files.push(data); - return { upload_status: "done" }; - }, - }), - ), - async () => {}, - ); const stream = new ReadableStream({ start(controller) { for (const value of [1234, 0, 2345]) @@ -334,9 +301,9 @@ test("continuous input uses sample time despite late delivery and preserves actu await reader.read(); } reader.releaseLock(); - await c.recorder.finish(); - const wav = new DataView(files[0].buffer); - expect((files[0].length - 44) / 4).toBe(1440); + await c.recording.finish(); + const wav = new DataView(c.files[0].bytes.buffer); + expect((c.files[0].bytes.length - 44) / 4).toBe(1440); for (let i = 0; i < 1440; i++) expect(wav.getInt16(44 + i * 4, true)).toBe( i < 480 ? 1234 : i < 960 ? 0 : 2345, @@ -361,10 +328,43 @@ test("shared output stops both recordings without changing application playback" const audio = frame(); expect(await sink.captureFrame(audio)).toBe("played"); sink.emit("playbackFinished", { playbackPosition: 0.02, interrupted: false }); - await Promise.all([a.recorder.finish(), b.recorder.finish()]); + await Promise.all([a.recording.finish(), b.recording.finish()]); expect(delivered).toEqual([audio]); expect(a.files).toEqual([]); expect(b.files).toEqual([]); - expect(a.recorder.reason).toBe("shared_output_unsupported"); - expect(b.recorder.reason).toBe("shared_output_unsupported"); + expect(a.recording.reason).toBe("shared_output_unsupported"); + expect(b.recording.reason).toBe("shared_output_unsupported"); +}); + +test("multiple playback runs in one assistant turn keep selections on each speaking span", async () => { + const c = capture(); + const sink = Object.assign(new EventEmitter(), { + captureFrame: async (_frame: unknown) => {}, + flush() {}, + }); + instrumentOutput(c, sink, false); + for (const [id, start] of [ + ["ack", 10], + ["answer", 100], + ] as const) { + c.session.agentSpeakingSpan = { spanContext: () => ({ spanId: id }) }; + await sink.captureFrame(frame(480)); + sink.emit("playbackProgressed", { + startedAt: c.origin + start, + offset: 0, + duration: 20, + }); + sink.emit("playbackFinished", { + playbackPosition: 0.02, + interrupted: false, + }); + sink.flush(); + } + expect(c.selections.get("ack")).toMatchObject([ + { start_offset_ms: 10, end_offset_ms: 30 }, + ]); + expect(c.selections.get("answer")).toMatchObject([ + { start_offset_ms: 100, end_offset_ms: 120 }, + ]); + expect(c.selections.get("turn")).toHaveLength(2); }); diff --git a/js/src/instrumentation/livekit/options.ts b/js/src/instrumentation/livekit/options.ts index 928b2430b..6d496b5a5 100644 --- a/js/src/instrumentation/livekit/options.ts +++ b/js/src/instrumentation/livekit/options.ts @@ -7,4 +7,9 @@ export interface LiveKitOptions { captureAgentAudio?: boolean; audioFormat?: "ogg" | "wav"; recording?: RecordingOptions; + /** Group reconstructed caller speech across pauses; native turns are unchanged. */ + turnGrouping?: { + /** Maximum observed pause in milliseconds. Default: 1500. */ + maxPauseMs?: number; + }; } diff --git a/js/src/instrumentation/livekit/playback.ts b/js/src/instrumentation/livekit/playback.ts index 1c72913e8..f9800aa2a 100644 --- a/js/src/instrumentation/livekit/playback.ts +++ b/js/src/instrumentation/livekit/playback.ts @@ -7,6 +7,8 @@ type PlaybackRun = { frames: Packet[]; duration: number; owner?: string; + speaking?: string; + unclaimed: { start: number; end: number }[]; started?: number; ranges: { offset: number; duration: number; startedAt: number }[]; finished?: any; @@ -41,12 +43,13 @@ export function instrumentOutput( segments.splice(index, 1); if (current === segment) current = undefined; } - if (c.closed || c.recorder.reason) { - for (const frame of segment.frames) c.recorder.release(frame.pcm); + if (c.closed || c.recording.reason) { + for (const frame of segment.frames) c.recording.release(frame.pcm); segment.frames = []; c.outputHolds.delete(segment); return; } + segment.speaking ??= nativeId(c.session.agentSpeakingSpan); const ev = segment.finished; const ranges = segment.ranges.splice(0); if ( @@ -67,7 +70,7 @@ export function instrumentOutput( segment.duration ) { omit(c, "output_playout_mapping_unavailable"); - for (const f of segment.frames) c.recorder.release(f.pcm); + for (const f of segment.frames) c.recording.release(f.pcm); segment.frames = []; c.outputHolds.delete(segment); return; @@ -109,8 +112,8 @@ export function instrumentOutput( if (whole) moved.add(frame.pcm.buffer); const accepted = whole ? packet(c, { ...frame, pcm, at }) - : c.recorder.record({ ...frame, pcm, at }); - if (accepted) + : c.recording.record({ ...frame, pcm, at }); + if (accepted) { select( c, segment.owner, @@ -123,16 +126,33 @@ export function instrumentOutput( ), 1, ); + const end = + at + + c.timeline.pcmBytesToMs(pcm.byteLength, frame.rate, frame.channels); + const previous = segment.unclaimed.at(-1); + if ( + previous && + at >= previous.start && + at <= previous.end + c.timeline.samplesToMs(1) + ) + previous.end = Math.max(previous.end, end); + else if (segment.unclaimed.length < MAX_PACKETS) + segment.unclaimed.push({ start: at, end }); + else omit(c, "selection_limit"); + } } segment.processed = end; // Only confirmed output advances this hold. Generated/queued audio never does. segment.hold = Math.max(0, range.startedAt - c.origin + range.duration); c.outputHolds.set(segment, segment.hold); } + if (segment.speaking) + for (const range of segment.unclaimed.splice(0)) + select(c, segment.speaking, range.start, range.end, 1); segment.frames = segment.frames.filter((frame) => { const consumed = finishing || - c.recorder.reason || + c.recording.reason || frame.at + c.timeline.pcmBytesToMs( frame.pcm.byteLength, @@ -141,7 +161,7 @@ export function instrumentOutput( ) <= segment.processed + c.timeline.samplesToMs(1); if (consumed && !moved.has(frame.pcm.buffer)) - c.recorder.release(frame.pcm); + c.recording.release(frame.pcm); return !consumed; }); if (finishing) { @@ -202,7 +222,7 @@ export function instrumentOutput( if (segments.some((s) => s.frames.length)) omit(c, "unfinished_output_segment"); for (const segment of segments) - for (const frame of segment.frames) c.recorder.release(frame.pcm); + for (const frame of segment.frames) c.recording.release(frame.pcm); segments.splice(0); c.outputHolds.clear(); current = undefined; @@ -212,10 +232,11 @@ export function instrumentOutput( let segment: PlaybackRun | undefined; let pcm: Int16Array | undefined; observe(() => { - if (c.closed || c.recorder.reason) return; + if (c.closed || c.recording.reason) return; if (!current) { current = { frames: [], + unclaimed: [], duration: 0, owner: nativeId(c.session.activity?.currentSpeech?._agentTurnSpan), ranges: [], @@ -234,7 +255,7 @@ export function instrumentOutput( try { const result = await Reflect.apply(captureFrame, this, [frame, ...args]); observe(() => { - if (segment && pcm && !c.recorder.reason) { + if (segment && pcm && !c.recording.reason) { segment.frames.push({ pcm, rate: frame.sampleRate, @@ -259,7 +280,7 @@ export function instrumentOutput( segment.inFlight--; settle(segment); } - if (pcm && c.recorder.reason) c.recorder.release(pcm); + if (pcm && c.recording.reason) c.recording.release(pcm); }); } }; diff --git a/js/src/instrumentation/livekit/processor.test.ts b/js/src/instrumentation/livekit/processor.test.ts index d8a3da07e..03aa59ed4 100644 --- a/js/src/instrumentation/livekit/processor.test.ts +++ b/js/src/instrumentation/livekit/processor.test.ts @@ -46,8 +46,9 @@ function fixture( log(event: any) { row.logs.push(event); }, - end(event: any) { - row.end = event; + end(event: { endTime?: number } = {}) { + row.end ??= { endTime: event.endTime ?? Date.now() / 1000 }; + return row.end.endTime; }, }; }, @@ -97,7 +98,6 @@ test("native hierarchy and inference types survive; namespace and tool payloads ).toBe(true); expect(rows[3].logs.find((e: any) => e.input)?.input).toEqual({ id: 1 }); expect(rows.every((r) => r.end.endTime === 2)).toBe(true); - expect(p.rows.size).toBe(0); }); test("content opt-out retains timing and IDs without logging transcript or tool content", () => { const { rows, span, p } = fixture(false), @@ -124,8 +124,14 @@ test("concurrent sessions keep parents separate; closing one does not clear anot p.onStart(child); p.onEnd(a); expect(rows[2].parent).toBe("0"); - expect(p.rows.has("b")).toBe(true); + const laterChild = span("later", "agent_turn", "b"); + p.onStart(laterChild); + p.onEnd(laterChild); + p.onEnd(child); p.onEnd(b); + expect(rows[3].parent).toBe(rows[1].spanId); + expect(rows[3].end).toEqual({ endTime: 2 }); + expect(rows[1].end).toEqual({ endTime: 2 }); }); test("late tool completion keeps its native owner after the session ends", () => { const { rows, span, p } = fixture(true); @@ -138,13 +144,12 @@ test("late tool completion keeps its native owner after the session ends", () => for (const s of [root, turn, tool]) p.onStart(s); p.onEnd(turn); p.onEnd(root); - expect(p.rows.has("tool")).toBe(true); + expect(rows[2].end).toBeUndefined(); p.onEnd(tool); expect(rows[2].logs.find((event: any) => event.output)?.output).toEqual({ ok: true, }); expect(rows[2].parent).toBe("1"); - expect(p.rows.size).toBe(0); }); test("committed messages retain identity and honor content opt-out", () => { const { rows, span, p } = fixture(false), @@ -230,7 +235,7 @@ test("pipeline context owns an interrupted message after the speech handle is cl p.onEnd(root); }); -test("realtime speaking nests under its provider turn without crossing sessions or dispatches", async () => { +test("realtime speaking nests under its framework turn without crossing sessions or dispatches", async () => { const { rows, span, p } = fixture(true); const root = span("root", "agent_session"), other = span("other", "agent_session"); @@ -241,10 +246,7 @@ test("realtime speaking nests under its provider turn without crossing sessions agentSession: { sessionSpan: root }, realtimeSession: provider, }); - provider.emit("openai_server_event_received", { - type: "input_audio_buffer.speech_started", - item_id: "caller-item", - }); + provider.emit("input_speech_started", {}); const user = rows.find((row) => row.args.name === "user_turn")!; const unrelated = span("unrelated", "user_speaking", "other"); const speaking = span("speaking", "user_speaking", "root"); @@ -255,15 +257,13 @@ test("realtime speaking nests under its provider turn without crossing sessions expect(rows.at(-1)?.logs).toContainEqual({ metadata: { "turn.id": user.spanId, - "contrib.livekit.turn.association": "provider_speech_start_dispatch", + "contrib.livekit.turn.association": "realtime_speech_start_dispatch", }, }); p.onEnd(speaking); p.onEnd(unrelated); - provider.emit("openai_server_event_received", { - type: "input_audio_buffer.speech_started", - item_id: "later-item", - }); + provider.emit("input_speech_stopped", {}); + provider.emit("input_speech_started", {}); await Promise.resolve(); const delayed = span("delayed", "user_speaking", "root"); p.onStart(delayed); @@ -494,3 +494,197 @@ test("failed shutdown flush still releases the runtime for another processor", a await expect(failed.shutdown()).rejects.toBe(failure); expect(() => fixture()).not.toThrow(); }); + +test("duplex generation content comes from LiveKit streams without provider events", async () => { + const { rows, span, p } = fixture(true); + const root = span("root", "agent_session"); + const turn = span("turn", "agent_turn", "root"); + const inference = span("model", "realtime_inference", "turn"); + for (const native of [root, turn, inference]) p.onStart(native); + const session = Object.assign(new EventEmitter(), { + chatCtx: { + items: [ + { + type: "message", + id: "user", + role: "user", + content: ["Where is order 1042?"], + }, + ], + }, + }); + const stream = (items: T[]) => + new ReadableStream({ + start(c) { + for (const item of items) c.enqueue(item); + c.close(); + }, + }); + const textStream = stream(["It arrives ", "Friday."]); + const ev = { + responseId: "native-response", + messageStream: stream([{ messageId: "answer", textStream }]), + functionStream: stream([ + { + type: "function_call", + callId: "call", + name: "lookup_order", + args: '{"order_id":"1042"}', + }, + ]), + }; + p.realtime( + { agentSession: { sessionSpan: root }, realtimeSession: session }, + { ev, inferenceSpan: inference, span: turn }, + ); + expect(textStream.locked).toBe(false); + const consumed: string[] = []; + await ev.messageStream.pipeTo( + new WritableStream({ + async write(message) { + await message.textStream.pipeTo( + new WritableStream({ + write(text) { + consumed.push(text); + }, + }), + ); + }, + }), + ); + expect(consumed).toEqual(["It arrives ", "Friday."]); + await ev.functionStream.pipeTo(new WritableStream()); + p.onEnd(inference); + expect(rows[2].logs).toContainEqual( + expect.objectContaining({ + input: [{ role: "user", content: "Where is order 1042?" }], + }), + ); + expect(rows[2].logs).toContainEqual({ + output: [{ role: "assistant", content: "It arrives Friday." }], + }); + expect( + rows[2].logs.some((e: any) => + e.output?.some((m: any) => m.tool_calls?.[0]?.id === "call"), + ), + ).toBe(true); + p.onEnd(turn); + p.onEnd(root); +}); + +test("installing a realtime observer never hides a native caller turn", () => { + const { rows, span, p } = fixture(); + const root = span("root", "agent_session"); + p.onStart(root); + p.realtime({ + agentSession: { sessionSpan: root }, + realtimeSession: new EventEmitter(), + }); + const user = span("user", "user_turn", "root"); + p.onStart(user); + p.onEnd(user); + expect(rows[1].args.name).toBe("user_turn"); + expect(JSON.stringify(rows[1])).not.toContain("input_observation"); + p.onEnd(root); +}); + +test("committed realtime fragments preserve the complete caller turn and speaking parents", () => { + const { rows, span, p } = fixture(true); + const root = span("root", "agent_session"); + p.onStart(root); + const provider = new EventEmitter(); + const session = { sessionSpan: root }; + p.realtime({ agentSession: session, realtimeSession: provider }); + for (const [id, text] of [ + ["a", "Where is my order"], + ["b", " DMO"], + ["c", "1042?"], + ]) { + provider.emit("input_speech_started", {}); + const speaking = span(id, "user_speaking", "root"); + p.onStart(speaking); + provider.emit("input_audio_transcription_completed", { + itemId: id, + transcript: text, + isFinal: true, + }); + p.conversation(session, { + type: "message", + id, + role: "user", + textContent: text, + interrupted: false, + }); + p.onEnd(speaking); + provider.emit("input_speech_stopped", {}); + } + const callers = rows.filter((row) => row.args.name === "user_turn"); + expect(callers).toHaveLength(1); + expect(callers[0].logs.filter((event) => event.input).at(-1).input).toEqual([ + { role: "user", content: "Where is my order DMO1042?" }, + ]); + const speech = rows.filter( + (row) => row.args.name === "livekit.user_speaking", + ); + expect(speech).toHaveLength(3); + expect(speech.every((row) => row.parent === callers[0].spanId)).toBe(true); + p.onEnd(root); +}); + +test("late native realtime metrics update their model operation without another span", () => { + const { rows, span, p } = fixture(); + const root = span("s", "agent_session"); + const model = span("m", "realtime_inference", "s"); + const late = span("late", "realtime_metrics", "m", { + "gen_ai.response.id": "response-1", + "gen_ai.usage.input_tokens": 10, + "gen_ai.usage.output_tokens": 3, + }); + p.onStart(root); + p.onStart(model); + p.onEnd(model); + p.onStart(late); + p.onEnd(late); + expect(rows).toHaveLength(2); + expect(rows[1].logs).toContainEqual( + expect.objectContaining({ + metrics: expect.objectContaining({ + prompt_tokens: 10, + completion_tokens: 3, + tokens: 13, + }), + metadata: expect.objectContaining({ "gen_ai.response.id": "response-1" }), + }), + ); +}); + +test("early native realtime usage reaches its inference with content capture disabled", () => { + const { rows, span, p } = fixture(false); + const root = span("root", "agent_session"); + const session = { sessionSpan: root } as any; + const realtimeSession = new EventEmitter(); + const activity = { agentSession: session, realtimeSession } as any; + p.onStart(root); + p.realtime(activity); + realtimeSession.emit("metrics_collected", { + type: "realtime_model_metrics", + requestId: "response", + inputTokens: 10, + outputTokens: 2, + transcript: "must not be logged", + }); + const inference = span("model", "realtime_inference", "root"); + p.onStart(inference); + p.realtime(activity, { + inferenceSpan: inference, + ev: { responseId: "response" }, + } as any); + p.onEnd(inference); + expect(rows[1].logs).toContainEqual( + expect.objectContaining({ + metrics: { prompt_tokens: 10, completion_tokens: 2, tokens: 12 }, + }), + ); + expect(JSON.stringify(rows)).not.toContain("must not be logged"); + p.onEnd(root); +}); diff --git a/js/src/instrumentation/livekit/processor.ts b/js/src/instrumentation/livekit/processor.ts index f37d29f21..c16c48341 100644 --- a/js/src/instrumentation/livekit/processor.ts +++ b/js/src/instrumentation/livekit/processor.ts @@ -1,4 +1,4 @@ -import type { AudioExtension, Recording, RecordingOptions } from "./audio"; +import type { AudioExtension, RecordingOptions } from "./audio"; import type { LiveKitOptions } from "./options"; import { resolveAudioOptions } from "./node/audio-options"; /* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ @@ -8,6 +8,7 @@ import type { EndOfTurnInfo, ChatMessage, AudioFrame, + RealtimeGeneration, } from "./types"; import iso from "../../isomorph"; import { runWithAutoInstrumentationSuppressed } from "../auto-instrumentation-suppression"; @@ -19,6 +20,7 @@ import { modelFields, } from "./schema"; import { RealtimeObserver } from "./realtime"; +import { observeStream } from "./streams"; import { Attachment, currentSpan, @@ -53,7 +55,6 @@ export class LiveKitSpanProcessor { readonly rows = new Map(); readonly captures = new WeakMap(); private active = new Set(); - private exporters = new WeakMap(); private speakingByTurn = new Map>(); private realtimeObservers = new Map(); private jobs = new Set>(); @@ -91,9 +92,12 @@ export class LiveKitSpanProcessor { // measured usage on that operation without exporting another generation row. if ( parentRow && - ["llm_request", "llm_request_run", "tts_request_run"].includes( - native.name, - ) + [ + "llm_request", + "llm_request_run", + "tts_request_run", + "realtime_metrics", + ].includes(native.name) ) { const context = native.spanContext(); this.rows.set(id, { @@ -194,7 +198,7 @@ export class LiveKitSpanProcessor { ...(speakingTurn ? { "contrib.livekit.turn.association": - "provider_speech_start_dispatch", + "realtime_speech_start_dispatch", } : {}), }, @@ -203,17 +207,31 @@ export class LiveKitSpanProcessor { onEnd(native: NativeSpan): void { const row = this.rows.get(nativeId(native)!); if (!row) return; + const attrs = nativeFields(native.attributes); + for (const key of Object.keys(attrs)) + if (!this.captureContent && isContentKey(key)) delete attrs[key]; + const metadata = Object.fromEntries( + Object.entries(attrs).filter( + ([key]) => + !isContentKey(key) && + key !== "contrib.livekit.realtime_model_metrics" && + !key.startsWith("langfuse."), + ), + ); if (row.folded) { - if (native.name === "llm_request") { - const fields = modelFields(nativeFields(native.attributes)); - row.span.log(fields); + if (["llm_request", "realtime_metrics"].includes(native.name)) { + const fields = modelFields(attrs); + row.span.log({ + ...fields, + metadata: { + ...(native.name === "realtime_metrics" ? metadata : {}), + ...fields.metadata, + }, + }); } row.ended = true; return; } - const attrs = nativeFields(native.attributes); - for (const key of Object.keys(attrs)) - if (!this.captureContent && isContentKey(key)) delete attrs[key]; const events = (native.events ?? []).slice(0, 256).map((e) => ({ name: e.name, time_unix_ms: seconds(e.time) * 1000, @@ -227,14 +245,7 @@ export class LiveKitSpanProcessor { attrs["contrib.livekit.function_tool.name"] ?? attrs["gen_ai.tool.name"]; row.span.log({ metadata: { - ...Object.fromEntries( - Object.entries(attrs).filter( - ([key]) => - !isContentKey(key) && - key !== "contrib.livekit.realtime_model_metrics" && - !key.startsWith("langfuse."), - ), - ), + ...metadata, ...(events.length ? { "contrib.livekit.events": events } : {}), }, ...(toolName @@ -248,15 +259,6 @@ export class LiveKitSpanProcessor { } : {}), }); - if ( - native.name === "user_turn" && - !attrs["contrib.livekit.pii.user_transcript"] && - [...this.realtimeObservers.keys()].some( - (session) => nativeId(session.sessionSpan) === row.session, - ) - ) { - row.span.log({ span_attributes: { name: "livekit.input_observation" } }); - } const fields = modelFields(attrs); row.span.log({ metadata: fields.metadata, @@ -332,6 +334,33 @@ export class LiveKitSpanProcessor { } const replyTo = row.replyTo ?? this.rows.get(row.turn ?? "")?.replyTo; if (replyTo) row.span.log({ metadata: { "turn.reply_to": replyTo } }); + if (native.name === "user_speaking" && row.turn) { + const capture = [...this.active].find( + (c) => c.row.session === row.session, + ); + if (capture?.user && capture.externalSpans?.has(row.turn)) { + for (const packet of capture.inputTimeline) { + const from = Math.max( + packet.at, + seconds(native.startTime) * 1000 - capture.origin, + ); + const to = Math.min( + packet.at + packet.duration, + seconds(native.endTime) * 1000 - capture.origin, + ); + if (to > from) { + select(capture, row.turn, from, to, 0); + select(capture, nativeId(native)!, from, to, 0); + } + } + this.publishSelections(capture); + } + } + if (native.name === "agent_speaking") { + for (const [session, observer] of this.realtimeObservers) + if (nativeId(session.sessionSpan) === row.session) + observer.assistantSpeechEnded(seconds(native.endTime) * 1000); + } row.ended = true; row.span.end({ endTime: seconds(native.endTime) }); if (native.name === "agent_session") { @@ -394,14 +423,20 @@ export class LiveKitSpanProcessor { : undefined; const root = this.rows.get(sessionId ?? ""); // Preserve source identity even when upstream supplies no reliable turn owner. - const owner = turn ?? root; + const realtimeTurn = + item.role === "user" + ? this.realtimeObservers.get(session)?.message(item.id) + : undefined; + const owner = realtimeTurn ? { span: realtimeTurn } : (turn ?? root); if (!owner) return; const metadata = { id: item.id, role: item.role, text: item.textContent, interrupted: item.interrupted, - ...(turn ? { turn_span_id: turn.span.spanId } : {}), + ...((realtimeTurn ?? turn?.span) + ? { turn_span_id: (realtimeTurn ?? turn!.span).spanId } + : {}), }; if (turn && item.role === "assistant") { turn.messages ??= new Map(); @@ -414,11 +449,13 @@ export class LiveKitSpanProcessor { metadata: { "contrib.livekit.committed_messages": { [item.id]: metadata }, }, - ...(turn + ...(turn || realtimeTurn ? item.role === "user" - ? { input: [{ role: "user", content: item.textContent ?? "" }] } + ? realtimeTurn + ? {} + : { input: [{ role: "user", content: item.textContent ?? "" }] } : { - output: [...(turn.messages?.values() ?? [])], + output: [...(turn?.messages?.values() ?? [])], metadata: { "contrib.livekit.committed_messages": { [item.id]: metadata }, "contrib.livekit.interrupted": item.interrupted, @@ -489,17 +526,16 @@ export class LiveKitSpanProcessor { channel_index: channel, boundary: channel === 0 ? "session_input" : "local_audio_output", }), - closed: capture.closed, metadata: { "contrib.livekit.audio.input_formats": [ - ...(capture.recorder.formats.get(0)?.values() ?? []), + ...(capture.recording.formats.get(0)?.values() ?? []), ], "contrib.livekit.audio.output_formats": [ - ...(capture.recorder.formats.get(1)?.values() ?? []), + ...(capture.recording.formats.get(1)?.values() ?? []), ], }, }), - targets: () => this.selectionTargets(capture), + turnSelections: () => this.turnSelections(capture), }); const capture: Capture = { session, @@ -507,8 +543,8 @@ export class LiveKitSpanProcessor { user: this.user, agent: this.agent, origin: Date.now(), - recorder: recording.recorder, - timeline: recording.timeline, + recording, + timeline: this.audio.timeline, inputTimeline: [], inputDurationMs: 0, outputHolds: new Map(), @@ -517,7 +553,6 @@ export class LiveKitSpanProcessor { events: new Map(), cleanups: [], }; - this.exporters.set(capture, recording); capture.publishSelections = () => this.publishSelections(capture); this.captures.set(session, capture); this.active.add(capture); @@ -525,41 +560,81 @@ export class LiveKitSpanProcessor { metadata: { "audio.recordings": [{ id: "call", state: "pending" }] }, }); } - realtime( - activity: AgentActivity, - generation?: { - ev?: { responseId?: string }; - inferenceSpan?: NativeSpan; - span?: NativeSpan; - }, - ): void { + realtime(activity: AgentActivity, generation?: RealtimeGeneration): void { let observer = this.realtimeObservers.get(activity.agentSession); const root = this.rows.get( nativeId(activity.agentSession.sessionSpan) ?? "", ); + if (observer && observer.session !== activity.realtimeSession) { + observer.close(); + this.realtimeObservers.delete(activity.agentSession); + observer = undefined; + } if (!observer && root && activity.realtimeSession) { observer = new RealtimeObserver( activity.realtimeSession, root.span, this.captureContent, () => this.captures.get(activity.agentSession), + this.options.turnGrouping?.maxPauseMs, ); this.realtimeObservers.set(activity.agentSession, observer); } const model = this.rows.get(nativeId(generation?.inferenceSpan) ?? ""); - if (model) { - const turn = this.rows.get(nativeId(generation?.span) ?? ""); - const replyTo = observer?.bind( - generation?.ev?.responseId, - model.span, - turn?.span, - ); - if (replyTo) { - model.replyTo = replyTo; - if (turn) turn.replyTo = replyTo; - } + const event = generation?.ev; + if (!model || !event) return; + if (event.responseId) { + observer?.captureMetrics(event.responseId, model.span); + model.span.log({ + metadata: { "contrib.livekit.response_id": event.responseId }, + }); } + if (!this.captureContent) return; + const excludeOutput = observer?.captureInput(model.span); + this.correlate(model, { + "contrib.livekit.pii.chat_ctx": activity.realtimeSession?.chatCtx, + }); + const output = new Map< + string, + NonNullable>[number] + >(); + const publish = () => model.span.log({ output: [...output.values()] }); + if (event.messageStream) + event.messageStream = observeStream(event.messageStream, (message) => { + excludeOutput?.(message.messageId); + const parts: string[] = []; + message.textStream = observeStream( + message.textStream, + (value) => { + const text = typeof value === "string" ? value : value.text; + if (typeof text === "string") parts.push(text); + }, + () => { + output.set(message.messageId, { + role: "assistant", + content: parts.join(""), + }); + publish(); + }, + ); + }); + if (event.functionStream) + event.functionStream = observeStream(event.functionStream, (call) => { + for (const message of messages([call]) ?? []) { + const id = message.tool_calls?.map((call) => call.id).join(":"); + if (id) { + output.set(id, message); + for (const call of message.tool_calls ?? []) + this.requests.set( + `${model.session}:${call.id}`, + model.span.spanId, + ); + publish(); + } + } + }); } + input(activity: AgentActivity, stream: ReadableStream): void { this.realtime(activity); const capture = this.captures.get(activity.agentSession); @@ -607,13 +682,10 @@ export class LiveKitSpanProcessor { this.jobs.add(job); void job.finally(() => this.jobs.delete(job)).catch(() => {}); } - private publishManifest(c: Capture) { - this.exporters.get(c)?.publishManifest(); - } private publishSelections(c: Capture) { - this.exporters.get(c)?.publishSelections(); + c.recording.publishSelections(); } - private *selectionTargets(c: Capture) { + private *turnSelections(c: Capture) { for (const [native, intervals] of c.selections) { const span = this.rows.get(native)?.span ?? c.externalSpans?.get(native); if (!span) continue; @@ -626,7 +698,11 @@ export class LiveKitSpanProcessor { : {}, }; const speaking = [...(this.speakingByTurn.get(native) ?? [])]; - if (speaking.length === 1) yield { span: speaking[0].span, intervals }; + if ( + speaking.length === 1 && + !c.selections.has(nativeId(speaking[0].native)!) + ) + yield { span: speaking[0].span, intervals }; } } private async finalize(c: Capture) { @@ -634,9 +710,7 @@ export class LiveKitSpanProcessor { c.closed = true; const id = nativeId(c.row.native)!; try { - await c.recorder.finish(); - this.publishManifest(c); - this.publishSelections(c); + await c.recording.finish(); c.row.span.log({ metadata: { "contrib.livekit.audio.input_clock": @@ -667,7 +741,7 @@ export class LiveKitSpanProcessor { if (key.startsWith(`${id}:`)) this.consumed.delete(key); } async forceFlush(): Promise { - await Promise.all([...this.active].map((c) => c.recorder.drain())); + await Promise.all([...this.active].map((c) => c.recording.drain())); await Promise.all([...this.jobs]); await this.options.logger.flush(); } diff --git a/js/src/instrumentation/livekit/realtime-metrics.test.ts b/js/src/instrumentation/livekit/realtime-metrics.test.ts new file mode 100644 index 000000000..88f61774a --- /dev/null +++ b/js/src/instrumentation/livekit/realtime-metrics.test.ts @@ -0,0 +1,86 @@ +import { EventEmitter } from "node:events"; +import { expect, test, vi } from "vitest"; +import type { Span } from "../../logger"; +import { RealtimeMetrics } from "./realtime-metrics"; + +function usage(requestId: string, inputTokens = 12) { + return { + type: "realtime_model_metrics", + requestId, + inputTokens, + outputTokens: 3, + inputTokenDetails: { textTokens: 8, audioTokens: 4, cachedTokens: 2 }, + outputTokenDetails: { textTokens: 1, audioTokens: 2 }, + ttftMs: 250, + }; +} +function span() { + const log = vi.fn(); + return { log, span: { log } as unknown as Span }; +} + +test.each([true, false])( + "native usage retains request identity when metrics arrive first: %s", + (early) => { + const session = new EventEmitter(); + const observer = new RealtimeMetrics(session); + const a = span(), + b = span(); + if (early) { + session.emit("metrics_collected", usage("b", 20)); + session.emit("metrics_collected", usage("a")); + } + observer.associate("a", a.span); + observer.associate("b", b.span); + if (!early) { + session.emit("metrics_collected", usage("b", 20)); + session.emit("metrics_collected", usage("a")); + } + expect(a.log).toHaveBeenCalledExactlyOnceWith({ + metadata: expect.objectContaining({ + "gen_ai.response.id": "a", + "gen_ai.usage.audio.input_tokens": 4, + }), + metrics: { + prompt_tokens: 12, + completion_tokens: 3, + tokens: 15, + cache_read_input_tokens: 2, + time_to_first_token: 0.25, + }, + }); + expect(b.log.mock.calls[0][0].metrics.tokens).toBe(23); + observer.close(); + }, +); + +test("discarded requests cannot block or steal later usage; stale unmatched metrics expire", () => { + const session = new EventEmitter(); + const observer = new RealtimeMetrics(session); + for (let i = 0; i < 1000; i++) + session.emit("metrics_collected", usage(`discarded-${i}`)); + const stale = span(), + active = span(); + observer.associate("discarded-0", stale.span); + observer.associate("active", active.span); + session.emit("metrics_collected", usage("active")); + expect(stale.log).not.toHaveBeenCalled(); + expect(active.log).toHaveBeenCalledOnce(); + observer.close(); + expect(session.listenerCount("metrics_collected")).toBe(0); +}); + +test("sessions with identical request IDs are isolated and close releases unmatched data", () => { + const first = new EventEmitter(), + second = new EventEmitter(); + const a = new RealtimeMetrics(first), + b = new RealtimeMetrics(second); + const output = span(); + first.emit("metrics_collected", usage("same", 100)); + b.associate("same", output.span); + expect(output.log).not.toHaveBeenCalled(); + a.close(); + second.emit("metrics_collected", usage("same")); + expect(output.log.mock.calls[0][0].metrics.tokens).toBe(15); + b.close(); +}); diff --git a/js/src/instrumentation/livekit/realtime-metrics.ts b/js/src/instrumentation/livekit/realtime-metrics.ts new file mode 100644 index 000000000..fca557105 --- /dev/null +++ b/js/src/instrumentation/livekit/realtime-metrics.ts @@ -0,0 +1,83 @@ +import type { Span } from "../../logger"; +import { isObject } from "../../../util"; +import type { RealtimeSession } from "./realtime"; +import { modelFields } from "./schema"; +import { observe } from "./runtime"; + +type Pending = { span?: Span; attributes?: Record }; + +/** Joins native metrics and inference spans, regardless of arrival order. */ +export class RealtimeMetrics { + private pending = new Map(); + private listener = (event: Record) => + observe(() => { + if ( + event.type !== "realtime_model_metrics" || + typeof event.requestId !== "string" + ) + return; + const input = isObject(event.inputTokenDetails) + ? event.inputTokenDetails + : {}; + const output = isObject(event.outputTokenDetails) + ? event.outputTokenDetails + : {}; + // Use LiveKit's native usage attribute spellings, including its compatibility + // aliases, so early metrics produce the same trace as native OTel export. + const attributes: Record = { + "gen_ai.response.id": event.requestId, + }; + for (const [key, value] of Object.entries({ + "gen_ai.usage.input_tokens": event.inputTokens, + "gen_ai.usage.output_tokens": event.outputTokens, + "gen_ai.usage.cache_read.input_tokens": input.cachedTokens, + "gen_ai.usage.input_cached_tokens": input.cachedTokens, + "gen_ai.usage.text.input_tokens": input.textTokens, + "gen_ai.usage.input_text_tokens": input.textTokens, + "gen_ai.usage.audio.input_tokens": input.audioTokens, + "gen_ai.usage.input_audio_tokens": input.audioTokens, + "gen_ai.usage.text.output_tokens": output.textTokens, + "gen_ai.usage.output_text_tokens": output.textTokens, + "gen_ai.usage.audio.output_tokens": output.audioTokens, + "gen_ai.usage.output_audio_tokens": output.audioTokens, + "gen_ai.usage.reasoning.output_tokens": event.reasoningTokens, + "gen_ai.usage.reasoning_tokens": event.reasoningTokens, + "gen_ai.response.time_to_first_chunk": + typeof event.ttftMs === "number" ? event.ttftMs / 1000 : undefined, + })) { + if (typeof value === "number" && Number.isFinite(value) && value >= 0) + attributes[key] = value; + } + this.match(event.requestId, { attributes }); + }); + + constructor(private session: RealtimeSession) { + session.on("metrics_collected", this.listener); + } + + associate(responseId: string, span: Span) { + this.match(responseId, { span }); + } + + private match(id: string, incoming: Pending) { + const entry = { ...this.pending.get(id), ...incoming }; + if (entry.span && entry.attributes) { + this.pending.delete(id); + entry.span.log({ + metadata: entry.attributes, + metrics: modelFields(entry.attributes).metrics, + }); + } else { + // Cancelled/discarded responses may never have a counterpart. Retain only + // a bounded recent window, scoped to this realtime session. + this.pending.set(id, entry); + if (this.pending.size > 256) + this.pending.delete(this.pending.keys().next().value!); + } + } + + close() { + this.session.off("metrics_collected", this.listener); + this.pending.clear(); + } +} diff --git a/js/src/instrumentation/livekit/realtime.test.ts b/js/src/instrumentation/livekit/realtime.test.ts index 8182116a7..89a8a9304 100644 --- a/js/src/instrumentation/livekit/realtime.test.ts +++ b/js/src/instrumentation/livekit/realtime.test.ts @@ -1,251 +1,482 @@ -import * as timeline from "../../../../integrations/audio/src/timeline"; -/* eslint-disable @typescript-eslint/no-explicit-any, @typescript-eslint/consistent-type-assertions */ +/* eslint-disable @typescript-eslint/no-explicit-any */ import { EventEmitter } from "node:events"; -import { expect, test } from "vitest"; +import { expect, test, vi } from "vitest"; import { RealtimeObserver } from "./realtime"; -import type { Capture } from "./runtime"; -function fixture(content = true) { - const logs: any[] = []; + +function fixture(content = true, maxPauseMs = 0) { const turns: any[] = []; const root: any = { - spanId: "root", - log: (data: any) => logs.push(data), - startSpan: (args: any) => { - const row = { - spanId: `user-${turns.length}`, + startSpan(args: any) { + const span = { + spanId: `turn-${turns.length}`, args, logs: [] as any[], - ended: false, - log(data: any) { - this.logs.push(data); + ends: [] as any[], + log(event: any) { + this.logs.push(event); }, - end() { - this.ended = true; + end(event: any) { + this.ends.push(event); }, }; - turns.push(row); - return row; + turns.push(span); + return span; }, }; const session = new EventEmitter(); - const c = { - user: true, - row: { span: root }, - inputTimeline: [ - { at: 100, duration: 1000, rate: 24000, channels: 1, sampleStart: 0 }, - ], - selections: new Map(), - timeline, - } as unknown as Capture; - const observer = new RealtimeObserver(session, root, content, () => c); - const send = (event: any) => - session.emit("openai_client_event_queued", event); - const receive = (event: any) => - session.emit("openai_server_event_received", event); - return { c, observer, send, receive, turns, session }; + const observer = new RealtimeObserver( + session, + root, + content, + () => undefined, + maxPauseMs, + ); + return { turns, session, observer }; } -test("server item identity associates late transcripts, replies and exact retained input ranges", () => { - const { c, observer, send, receive, turns, session } = fixture(); - send({ - type: "input_audio_buffer.append", - audio: Buffer.alloc(48000).toString("base64"), - }); - receive({ - type: "input_audio_buffer.speech_started", - item_id: "input-1", - audio_start_ms: 200, - }); - receive({ - type: "input_audio_buffer.speech_stopped", - item_id: "input-1", - audio_end_ms: 500, - }); - receive({ type: "response.created", response: { id: "response-1" } }); - receive({ - type: "input_audio_buffer.speech_started", - item_id: "input-2", - audio_start_ms: 600, - }); - receive({ - type: "conversation.item.input_audio_transcription.completed", - item_id: "input-1", - transcript: "Where is order 1042?", - }); - const model: any = { - logs: [], - log(data: any) { - this.logs.push(data); - }, - }; - observer.bind("response-1", model); - expect(model.logs).toContainEqual({ - metadata: { "turn.reply_to": "user-0" }, + +test("duplex events create caller turns before LiveKit dispatch and associate delayed transcripts", async () => { + const { turns, session, observer } = fixture(); + let parent: any; + session.on("input_speech_started", () => { + parent = observer.takeSpeakingTurn(); }); - expect(turns[0].logs).toContainEqual({ - input: [{ role: "user", content: "Where is order 1042?" }], + session.emit("input_speech_started", {}); + expect(parent).toBe(turns[0]); + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Order", + isFinal: false, }); - expect(model.logs).toContainEqual({ - input: [{ role: "user", content: "Where is order 1042?" }], - metadata: { "contrib.livekit.input_scope": "associated_user_turn" }, + session.emit("input_speech_stopped", {}); + await new Promise((resolve) => setTimeout(resolve, 2)); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "u2", + transcript: "Thanks", + isFinal: false, }); - expect(c.selections.get("user-0")).toMatchObject([ - { start_offset_ms: 300, end_offset_ms: 600, channel_index: 0 }, - ]); - observer.close(); - expect(turns[1].logs).toContainEqual({ - metadata: { "turn.incomplete": true }, + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Order 1042", + isFinal: true, }); - expect(session.listenerCount("openai_server_event_received")).toBe(0); -}); -test("late transcripts update only their associated model responses", () => { - const { observer, receive } = fixture(); - const models = [[], []] as any[][]; - for (let i = 0; i < 2; i++) { - receive({ type: "input_audio_buffer.speech_started", item_id: `u${i}` }); - receive({ type: "input_audio_buffer.speech_stopped", item_id: `u${i}` }); - receive({ type: "response.created", response: { id: `r${i}` } }); - observer.bind(`r${i}`, { - log: (value: any) => models[i].push(value), - } as any); - } - for (const i of [1, 0]) - receive({ - type: "conversation.item.input_audio_transcription.completed", - item_id: `u${i}`, - transcript: `caller ${i}`, - }); - expect(models.map((logs) => logs.flatMap((row) => row.input ?? []))).toEqual([ - [{ role: "user", content: "caller 0" }], - [{ role: "user", content: "caller 1" }], - ]); + expect(turns).toHaveLength(2); + expect(observer.message("u1")).toBe(turns[0]); + expect(turns[0].logs).toContainEqual( + expect.objectContaining({ + input: [{ role: "user", content: "Order 1042" }], + }), + ); + expect( + turns[1].logs.some((e: any) => JSON.stringify(e).includes("Order")), + ).toBe(false); observer.close(); + expect(session.listenerCount("input_audio_transcription_completed")).toBe(0); + expect(turns[1].logs).toContainEqual( + expect.objectContaining({ + metadata: expect.objectContaining({ "turn.incomplete": true }), + }), + ); }); -test("speaking ownership is single-use and expires after the provider dispatch", async () => { - const { observer, receive, turns } = fixture(); - receive({ type: "input_audio_buffer.speech_started", item_id: "first" }); - expect(observer.takeSpeakingTurn()).toBe(turns[0]); - expect(observer.takeSpeakingTurn()).toBeUndefined(); - receive({ type: "input_audio_buffer.speech_started", item_id: "first" }); - expect(observer.takeSpeakingTurn()).toBeUndefined(); - receive({ type: "input_audio_buffer.speech_started", item_id: "second" }); - await Promise.resolve(); - expect(observer.takeSpeakingTurn()).toBeUndefined(); - receive({ type: "input_audio_buffer.speech_started", item_id: "third" }); - receive({ type: "input_audio_buffer.speech_stopped", item_id: "third" }); - expect(observer.takeSpeakingTurn()).toBeUndefined(); - receive({ type: "input_audio_buffer.speech_started", item_id: "fourth" }); - receive({ type: "error" }); - expect(observer.takeSpeakingTurn()).toBeUndefined(); - receive({ type: "input_audio_buffer.speech_started", item_id: "fifth" }); - receive({ type: "session.created" }); - expect(observer.takeSpeakingTurn()).toBeUndefined(); - receive({ type: "input_audio_buffer.speech_started", item_id: "sixth" }); - observer.close(); - expect(observer.takeSpeakingTurn()).toBeUndefined(); -}); -test("clears invalidate later alignment and content opt-out keeps transcripts private", () => { - const { c, observer, send, receive, turns } = fixture(false); - send({ - type: "input_audio_buffer.append", - audio: Buffer.alloc(48000).toString("base64"), +test("a final transcript without speech events still creates a caller turn", () => { + const { turns, session, observer } = fixture(); + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Where is my order?", + isFinal: true, + turnStartedAt: 1000, }); - send({ type: "input_audio_buffer.clear" }); - receive({ - type: "input_audio_buffer.speech_started", - item_id: "input", - audio_start_ms: 200, + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Where is my order?", + isFinal: true, + turnStartedAt: 1000, }); - receive({ - type: "input_audio_buffer.speech_stopped", - item_id: "input", - audio_end_ms: 500, - }); - receive({ - type: "conversation.item.input_audio_transcription.completed", - item_id: "input", + expect(turns).toHaveLength(1); + expect(turns[0].args.startTime).toBe(1); + observer.close(); +}); + +test("content opt-out and error monitoring preserve application behavior", () => { + const { turns, session, observer } = fixture(false); + const application = vi.fn(); + session.on("input_speech_started", application); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "u1", transcript: "private", + isFinal: true, }); - expect(c.selections.size).toBe(0); + expect(application).toHaveBeenCalledOnce(); expect(JSON.stringify(turns)).not.toContain("private"); + expect(() => session.emit("error", new Error("provider failure"))).toThrow( + "provider failure", + ); observer.close(); + expect(session.listenerCount("input_speech_started")).toBe(1); }); -test("an unsolicited response does not inherit a historical caller turn", () => { - const { observer, receive } = fixture(); - receive({ - type: "input_audio_buffer.speech_started", - item_id: "input", - audio_start_ms: 0, +test("a response retains its caller's late transcript without picking up a later caller", async () => { + const { session, observer } = fixture(); + const logs: any[] = []; + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Where is", + isFinal: false, }); - receive({ - type: "input_audio_buffer.speech_stopped", - item_id: "input", - audio_end_ms: 500, + observer.captureInput({ log: (event: any) => logs.push(event) } as any); + session.emit("input_speech_stopped", {}); + await new Promise((resolve) => setTimeout(resolve, 2)); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "u2", + transcript: "Thanks", + isFinal: false, }); - receive({ type: "response.created", response: { id: "answer" } }); - receive({ type: "response.created", response: { id: "unsolicited" } }); - const logs: any[] = []; - const span: any = { log: (data: any) => logs.push(data) }; - observer.bind("unsolicited", span); - expect(logs.some((log) => log.metadata?.["turn.reply_to"])).toBe(false); + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Where is order 1042?", + isFinal: true, + }); + expect(logs.at(-1).input).toEqual([ + { role: "user", content: "Where is order 1042?" }, + ]); + expect(JSON.stringify(logs)).not.toContain("Thanks"); observer.close(); }); -test("recording opt-out never inspects inline provider audio", () => { - const { c, observer, send } = fixture(); - c.user = false; - let inspected = false; - send({ - type: "input_audio_buffer.append", - get audio() { - inspected = true; - return "AAAA"; - }, +test("synchronous speech/transcript dispatch supplies identity even when producer timestamp precedes observation", () => { + const { session, observer, turns } = fixture(); + const startedAt = Date.now() - 2; + session.emit("input_speech_started", {}); + observer.takeSpeakingTurn(); + session.emit("input_audio_transcription_completed", { + itemId: "caller", + turnStartedAt: startedAt, + transcript: "Where is my order?", + isFinal: false, }); - expect(inspected).toBe(false); + expect(turns).toHaveLength(1); + expect(observer.message("caller")).toBe(turns[0]); observer.close(); }); -test("provider errors invalidate alignment while retaining unhandled error semantics", () => { - const { c, observer, session, send, receive } = fixture(); - expect(() => session.emit("error", new Error("provider failure"))).toThrow( - "provider failure", - ); - send({ - type: "input_audio_buffer.append", - audio: Buffer.alloc(48000).toString("base64"), - }); - receive({ - type: "input_audio_buffer.speech_started", - item_id: "after-error", - audio_start_ms: 0, +test("tool continuation retains the caller's original position in model context", () => { + const { session, observer } = fixture(); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "u1", + transcript: "Where is my order?", + isFinal: true, }); - receive({ - type: "input_audio_buffer.speech_stopped", - item_id: "after-error", - audio_end_ms: 500, + session.emit("input_speech_stopped", {}); + Object.assign(session, { + chatCtx: { + items: [ + { + id: "u1", + type: "message", + role: "user", + content: ["Where is my order?"], + }, + { + id: "a1", + type: "message", + role: "assistant", + content: ["Checking now."], + }, + { type: "function_call_output", callId: "lookup", output: "Friday" }, + ], + }, }); - expect(c.selections.size).toBe(0); + const log = vi.fn(); + observer.captureInput({ log } as any); + expect(log.mock.calls.at(-1)![0].input).toEqual([ + { role: "user", content: "Where is my order?" }, + { role: "assistant", content: "Checking now." }, + { role: "tool", content: "Friday", tool_call_id: "lookup" }, + ]); observer.close(); }); -test("response association is independent of model binding order", () => { - const { observer, receive } = fixture(); - const logs: any[] = []; - const model: any = { log: (event: any) => logs.push(event) }; - receive({ - type: "input_audio_buffer.speech_started", - item_id: "caller", - audio_start_ms: 0, - }); - receive({ - type: "input_audio_buffer.speech_stopped", - item_id: "caller", - audio_end_ms: 100, +test("historical caller fragments stay grouped when a later caller speaks", async () => { + const { session, observer } = fixture(); + // This fixture uses a zero pause window; synchronous fragments share its boundary. + const clock = vi.spyOn(Date, "now").mockReturnValue(1000); + try { + for (const [id, text] of [ + ["u1", "Where is my order"], + ["u2", " DMO1042?"], + ]) { + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: id, + transcript: text, + isFinal: true, + }); + session.emit("input_speech_stopped", {}); + } + clock.mockReturnValue(5000); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "u3", + transcript: "Thanks", + isFinal: true, + }); + Object.assign(session, { + chatCtx: { + items: [ + { + id: "u1", + type: "message", + role: "user", + content: ["Where is my order"], + }, + { id: "u2", type: "message", role: "user", content: [" DMO1042?"] }, + { + id: "a1", + type: "message", + role: "assistant", + content: ["Friday."], + }, + { id: "u3", type: "message", role: "user", content: ["Thanks"] }, + ], + }, + }); + const log = vi.fn(); + observer.captureInput({ log } as any); + expect(log.mock.calls.at(-1)![0].input).toEqual([ + { role: "user", content: "Where is my order DMO1042?" }, + { role: "assistant", content: "Friday." }, + { role: "user", content: "Thanks" }, + ]); + } finally { + clock.mockRestore(); + observer.close(); + } +}); + +test("reconnect ends an unfinished caller but preserves completed conversation grouping", () => { + const { session, observer, turns } = fixture(); + const clock = vi.spyOn(Date, "now").mockReturnValue(1000); + try { + for (const [id, text] of [ + ["u1", "Where is"], + ["u2", " my order?"], + ]) { + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: id, + transcript: text, + isFinal: true, + }); + session.emit("input_speech_stopped", {}); + } + clock.mockReturnValue(5000); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "partial", + transcript: "Wait", + isFinal: false, + }); + session.emit("session_reconnected", {}); + expect(turns[1].logs).toContainEqual( + expect.objectContaining({ + metadata: expect.objectContaining({ "turn.incomplete": true }), + }), + ); + expect(observer.takeSpeakingTurn()).toBeUndefined(); + Object.assign(session, { + chatCtx: { + items: [ + { id: "u1", type: "message", role: "user", content: ["Where is"] }, + { id: "u2", type: "message", role: "user", content: [" my order?"] }, + ], + }, + }); + const log = vi.fn(); + observer.captureInput({ log } as any); + expect(log.mock.calls.at(-1)![0].input).toEqual([ + { role: "user", content: "Where is my order?" }, + ]); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "next", + transcript: "Please continue", + isFinal: true, + }); + expect(turns).toHaveLength(3); + expect(observer.message("next")).toBe(turns[2]); + } finally { + observer.close(); + clock.mockRestore(); + } +}); + +test("grouped caller fragments do not move across intervening assistant messages", () => { + const { session, observer, turns } = fixture(); + const clock = vi.spyOn(Date, "now").mockReturnValue(1000); + try { + for (const [itemId, transcript] of [ + ["u1", "Where is my order?"], + ["u2", "Thanks. Tell me more."], + ]) { + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId, + transcript, + isFinal: true, + }); + session.emit("input_speech_stopped", {}); + } + expect(turns).toHaveLength(1); + Object.assign(session, { + chatCtx: { + items: [ + { + id: "u1", + type: "message", + role: "user", + content: ["Where is my order?"], + }, + { + id: "a1", + type: "message", + role: "assistant", + content: ["Checking now."], + }, + { + id: "u2", + type: "message", + role: "user", + content: ["Thanks. Tell me more."], + }, + ], + }, + }); + const log = vi.fn(); + observer.captureInput({ log } as any); + const expected = [ + { role: "user", content: "Where is my order?" }, + { role: "assistant", content: "Checking now." }, + { role: "user", content: "Thanks. Tell me more." }, + ]; + expect(log.mock.calls.at(-1)![0].input).toEqual(expected); + // The latest transcript can arrive before LiveKit commits it to chatCtx. + (session as any).chatCtx.items.pop(); + observer.captureInput({ log } as any); + expect(log.mock.calls.at(-1)![0].input).toEqual(expected); + (session as any).chatCtx.items.push({ + id: "u2", + type: "message", + role: "user", + content: ["Thanks. Tell me more."], + }); + session.emit("session_reconnected", {}); + observer.captureInput({ log } as any); + expect(log.mock.calls.at(-1)![0].input).toEqual(expected); + } finally { + observer.close(); + clock.mockRestore(); + } +}); + +test("a response's own generated message is excluded from its input", () => { + const { session, observer } = fixture(); + Object.assign(session, { + chatCtx: { + items: [ + { + id: "user", + type: "message", + role: "user", + content: ["Order status?"], + }, + { + id: "answer", + type: "message", + role: "assistant", + content: ["Friday."], + }, + ], + }, }); - observer.bind("reply", model); - receive({ type: "response.created", response: { id: "reply" } }); - expect(logs).toContainEqual({ metadata: { "turn.reply_to": "user-0" } }); + const log = vi.fn(); + const excludeOutput = observer.captureInput({ log } as any); + excludeOutput?.("answer"); + expect(log.mock.calls.at(-1)![0].input).toEqual([ + { role: "user", content: "Order status?" }, + ]); observer.close(); }); + +test("caller fragments end once at the last speech stop, not at the first fragment", () => { + const { session, observer, turns } = fixture(true, 3000); + const clock = vi.spyOn(Date, "now"); + try { + for (const [start, end, id, transcript] of [ + [1000, 1500, "u1", "Where is my order"], + [1800, 2200, "u2", " DMO1042?"], + ] as const) { + clock.mockReturnValue(start); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: id, + transcript, + isFinal: true, + }); + clock.mockReturnValue(end); + session.emit("input_speech_stopped", {}); + } + clock.mockReturnValue(5000); + observer.close(); + expect(turns).toHaveLength(1); + expect(turns[0].ends).toEqual([{ endTime: 2.2 }]); + } finally { + clock.mockRestore(); + } +}); + +test("completed assistant playback separates caller turns inside the pause window", () => { + const { session, observer, turns } = fixture(true, 3000); + const clock = vi.spyOn(Date, "now").mockReturnValue(1000); + try { + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "question", + transcript: "Where is my order DMO1042?", + isFinal: true, + }); + clock.mockReturnValue(1500); + session.emit("input_speech_stopped", {}); + observer.assistantSpeechEnded(2200); + clock.mockReturnValue(2600); + session.emit("input_speech_started", {}); + session.emit("input_audio_transcription_completed", { + itemId: "followup", + transcript: "Thanks. Tell me more.", + isFinal: true, + }); + clock.mockReturnValue(3100); + session.emit("input_speech_stopped", {}); + observer.close(); + expect(turns).toHaveLength(2); + expect( + turns.map( + (turn) => turn.logs.filter((log: any) => log.input).at(-1).input, + ), + ).toEqual([ + [{ role: "user", content: "Where is my order DMO1042?" }], + [{ role: "user", content: "Thanks. Tell me more." }], + ]); + expect(turns.map((turn) => turn.ends)).toEqual([ + [{ endTime: 1.5 }], + [{ endTime: 3.1 }], + ]); + } finally { + observer.close(); + clock.mockRestore(); + } +}); diff --git a/js/src/instrumentation/livekit/realtime.ts b/js/src/instrumentation/livekit/realtime.ts index e40654a85..409d0fab5 100644 --- a/js/src/instrumentation/livekit/realtime.ts +++ b/js/src/instrumentation/livekit/realtime.ts @@ -1,319 +1,260 @@ +import { RealtimeMetrics } from "./realtime-metrics"; import { errorMonitor } from "node:events"; import type { Span } from "../../logger"; -import { isObject } from "../../../util/index"; import { observe, type Capture } from "./runtime"; -import { select } from "./capture"; -import { messages } from "./schema"; +import { TurnTracker, type Turn } from "./turns"; +import { messages, type Message } from "./schema"; +type Listener = (event: Record) => void; export interface RealtimeSession { - on( - name: string | symbol, - callback: (event: Record) => void, - ): unknown; - off( - name: string | symbol, - callback: (event: Record) => void, - ): unknown; + readonly chatCtx?: { items: unknown[] }; + on(name: string | symbol, callback: Listener): unknown; + prependListener?(name: string | symbol, callback: Listener): unknown; + off(name: string | symbol, callback: Listener): unknown; } -type User = { - span: Span; - start?: number; - end?: number; - ended: boolean; - transcript?: string; -}; -/** OpenAI's public plugin events supply item identity lost by generic speech callbacks. */ + +/** Adapts LiveKit's common realtime events, including DuplexRealtimeAdapter. */ export class RealtimeObserver { - private users = new Map(); - private replies = new Map< - string, - { - user?: User; - row?: Span; - turn?: Span; - response?: Record; - tools?: string[]; - associated?: boolean; - } - >(); - private pendingUser?: User; + private tracker: TurnTracker; + private usage: RealtimeMetrics; + private turns = new Map(); + private messages = new Map(); private speakingTurn?: Span; - private toolUsers = new Map(); - private pendingTools: string[] = []; - private continuation: string[] = []; - private inputValid = true; - private queuedSamples = 0; - private connections = 0; - private readonly receive = (event: Record) => - observe(() => this.server(event)); - private readonly failed = () => - observe(() => { - this.speakingTurn = undefined; - this.inputValid = false; - if (this.capture()?.user) - this.root.log({ - metadata: { - "contrib.livekit.realtime.input_alignment_invalidated": true, - }, - }); - }); - private readonly send = (event: Record) => - observe(() => this.client(event)); + private dispatchTurn?: string; + private inputs = new Map void)[]>(); + private readonly listeners: [string | symbol, Listener][]; + constructor( - private session: RealtimeSession, + readonly session: RealtimeSession, private root: Span, private content: boolean, private capture: () => Capture | undefined, + maxPauseMs = 1500, ) { - session.on("openai_server_event_received", this.receive); - session.on("openai_client_event_queued", this.send); - session.on(errorMonitor, this.failed); - } - private client(event: Record) { - if ( - event.type === "conversation.item.create" && - isObject(event.item) && - event.item.type === "function_call_output" && - typeof event.item.call_id === "string" && - this.pendingTools.length < 256 - ) - this.pendingTools.push(event.item.call_id); - if (event.type === "response.create") { - this.continuation = - isObject(event.response) && event.response.input !== undefined - ? [] - : this.pendingTools.splice(0); - } - if (event.type === "input_audio_buffer.clear") this.failed(); - // No audio inspection or sample bookkeeping when recording is off. - if ( - this.capture()?.user && - event.type === "input_audio_buffer.append" && - typeof event.audio === "string" - ) { - const padding = event.audio.endsWith("==") - ? 2 - : event.audio.endsWith("=") - ? 1 - : 0; - this.queuedSamples += ((event.audio.length / 4) * 3 - padding) / 2; + this.usage = new RealtimeMetrics(session); + this.tracker = new TurnTracker( + Number.isFinite(maxPauseMs) && maxPauseMs >= 0 ? maxPauseMs : 1500, + ); + const listeners: [string | symbol, Listener][] = [ + [ + "input_speech_started", + () => { + const previous = this.tracker.pending(); + const observation = this.tracker.start(Date.now()); + if (previous && previous.id !== observation.id) + this.endTurn(previous); + const turn = this.publish(observation); + this.dispatchTurn = observation.id; + this.speakingTurn = turn; + // LiveKit creates its speaking span in the same event dispatch. Do not + // carry parentage into unrelated tasks or local VAD observations. + queueMicrotask(() => { + if (this.speakingTurn === turn) this.speakingTurn = undefined; + if (this.dispatchTurn === observation.id) + this.dispatchTurn = undefined; + }); + }, + ], + [ + "input_speech_stopped", + () => { + this.speakingTurn = undefined; + this.dispatchTurn = undefined; + const turn = this.tracker.stop(Date.now()); + if (turn) this.publish(turn); + }, + ], + [ + "input_audio_transcription_completed", + (event) => { + if (typeof event.itemId !== "string") return; + const turn = this.tracker.transcript( + { + id: event.itemId, + speechId: this.dispatchTurn, + text: + this.content && typeof event.transcript === "string" + ? event.transcript + : undefined, + start: + typeof event.turnStartedAt === "number" + ? event.turnStartedAt + : undefined, + final: event.isFinal === true, + }, + Date.now(), + ); + this.messages.set(event.itemId, this.publish(turn)); + }, + ], + ["session_reconnected", () => this.endPending()], + [errorMonitor, () => this.endPending()], + ]; + this.listeners = listeners.map(([name, listener]) => [ + name, + (event) => observe(() => listener(event)), + ]); + for (const [name, listener] of this.listeners) { + // Observe before LiveKit's own listener commits the message/starts speech. + // This does not replace any listener or consume any model streams. + if (session.prependListener) session.prependListener(name, listener); + else session.on(name, listener); } } - private server(event: Record) { - if ( - event.type === "input_audio_buffer.speech_started" || - event.type === "input_audio_buffer.speech_stopped" || - event.type === "session.created" - ) - this.speakingTurn = undefined; - if ( - event.type === "session.created" && - (this.connections++ > 0 || this.users.size > 0) - ) { - this.inputValid = false; - this.pendingUser = undefined; - this.pendingTools = []; - this.continuation = []; - } - if (event.type === "error") this.failed(); - const id = typeof event.item_id === "string" ? event.item_id : undefined; - if ( - event.type === "input_audio_buffer.speech_started" && - id && - !this.users.has(id) - ) { - if (this.users.size >= 256) { - this.root.log({ - metadata: { "contrib.livekit.realtime.association_limit": true }, - }); - return; - } - const span = this.root.startSpan({ name: "user_turn", type: "task" }); + + private publish(turn: Turn): Span { + let span = this.turns.get(turn.id)?.span; + if (!span) { + span = this.root.startSpan({ + name: "user_turn", + type: "task", + startTime: turn.start / 1000, + }); + this.turns.set(turn.id, { span, turn, ended: false }); span.log({ metadata: { "turn.id": span.spanId, - "openai.item_id": id, - "contrib.livekit.turn.start_event": event.type, - }, - }); - this.users.set(id, { - span, - start: - typeof event.audio_start_ms === "number" - ? event.audio_start_ms - : undefined, - ended: false, - }); - // LiveKit 1.9.x synchronously handles this provider event after emitting - // it, creating user_speaking in the same dispatch. Never carry ownership - // into later tasks (e.g. local VAD or a delayed/changed provider path). - this.speakingTurn = span; - queueMicrotask(() => { - if (this.speakingTurn === span) this.speakingTurn = undefined; - }); - } else if (event.type === "input_audio_buffer.speech_stopped" && id) { - const user = this.users.get(id); - if (!user) return; - user.end = - typeof event.audio_end_ms === "number" ? event.audio_end_ms : undefined; - user.span.log({ - metadata: { - "contrib.livekit.turn.stop_event": event.type, - "openai.input_audio_segments": [ - { item_id: id, audio_start_ms: user.start, audio_end_ms: user.end }, - ], + "contrib.livekit.turn.timing_source": "realtime_session_events", }, }); - user.span.end(); - user.ended = true; - this.pendingUser = user; - this.align(user); - } else if ( - event.type === "conversation.item.input_audio_transcription.completed" && - id - ) { - const user = this.users.get(id); - if (user && this.content && typeof event.transcript === "string") { - user.transcript = event.transcript; - user.span.log({ input: [{ role: "user", content: event.transcript }] }); - for (const reply of this.replies.values()) { - if (reply.user === user) this.publishInput(reply); - } - } - } else if ( - event.type === "response.output_item.added" && - isObject(event.item) && - event.item.type === "function_call" && - typeof event.item.call_id === "string" && - typeof event.response_id === "string" - ) { - const user = this.replies.get(event.response_id)?.user; - if (user && this.toolUsers.size < 256) - this.toolUsers.set(event.item.call_id, user); - } else if ( - (event.type === "response.created" || event.type === "response.done") && - isObject(event.response) && - typeof event.response.id === "string" - ) { - const responseId = event.response.id; - if (this.replies.size >= 256 && !this.replies.has(responseId)) return; - let response = this.replies.get(responseId) ?? {}; - if (!response.associated) { - const tools = this.continuation.splice(0); - const users = new Set( - tools.map((id) => this.toolUsers.get(id)).filter(Boolean), - ); - const user = - this.pendingUser ?? (users.size === 1 ? [...users][0] : undefined); - response = { ...response, user, tools, associated: true }; - this.pendingUser = undefined; - } - if (event.type === "response.done") response.response = event.response; - this.replies.set(responseId, response); - this.publish(response); } + span.log({ + ...(turn.text !== undefined + ? { input: [{ role: "user", content: turn.text }] } + : {}), + metadata: { + ...(turn.messageId + ? { "contrib.livekit.item_id": turn.messageId } + : {}), + ...(turn.incomplete ? { "turn.incomplete": true } : {}), + }, + }); + for (const update of this.inputs.get(turn.id) ?? []) update(turn); + if (turn.final || turn.incomplete) this.inputs.delete(turn.id); + + const capture = this.capture(); + if (capture) { + capture.externalSpans ??= new Map(); + capture.externalSpans.set(span.spanId, span); + } + return span; } - private align(user: User) { - const c = this.capture(); - if ( - !c?.user || - !this.inputValid || - user.start === undefined || - user.end === undefined || - c.timeline.msToSamples(user.end) > this.queuedSamples - ) - return; - // The supported path forwards mono 24 kHz samples in order. Server speech - // offsets confirm receipt; resets/reconnects invalidate this sample clock. - const input = c.inputTimeline; - if ( - input.some( - (p) => p.rate !== c.timeline.CALL_SAMPLE_RATE || p.channels !== 1, - ) - ) - return; - for (const p of input) { - const from = Math.max(p.sampleStart, user.start), - to = Math.min(p.sampleStart + p.duration, user.end); - if (to > from) - select( - c, - user.span.spanId, - p.at + from - p.sampleStart, - p.at + to - p.sampleStart, - 0, - ); + + private endTurn(turn: Turn): void { + const entry = this.turns.get(turn.id); + if (entry && !entry.ended && turn.end !== undefined) { + entry.span.end({ endTime: turn.end / 1000 }); + entry.ended = true; } - // Finalization resolves this external turn's selections after audio is ready. - c.externalSpans ??= new Map(); - c.externalSpans.set(user.span.spanId, user.span); - c.publishSelections?.(); } - bind(responseId: unknown, model: Span, turn?: Span) { - if (typeof responseId !== "string") return; - const response = this.replies.get(responseId) ?? {}; - response.row = model; - response.turn = turn; - this.replies.set(responseId, response); - this.publish(response); - return response.user?.span.spanId; + + assistantSpeechEnded(at: number): void { + const turn = this.tracker.boundary(at); + if (turn) this.endTurn(turn); } - private publish(entry: { - row?: Span; - turn?: Span; - response?: Record; - user?: User; - tools?: string[]; - }) { - if (!entry.row) return; - this.publishInput(entry); - if (entry.user) { - entry.row.log({ metadata: { "turn.reply_to": entry.user.span.spanId } }); - entry.turn?.log({ - metadata: { "turn.reply_to": entry.user.span.spanId }, - }); + + private context(items: unknown[]): Message[] { + const result: Message[] = []; + let previousTurn: string | undefined; + for (const item of items) { + const turn = + typeof item === "object" && item !== null && "id" in item + ? this.tracker.message(String(item.id)) + : undefined; + for (const message of messages([item]) ?? []) { + if ( + turn && + message.role === "user" && + typeof message.content === "string" + ) { + const previous = previousTurn === turn.id ? result.at(-1) : undefined; + if (previous) + previous.content = String(previous.content) + message.content; + else result.push(message); + previousTurn = turn.id; + } else { + result.push(message); + previousTurn = undefined; + } + } } - if (entry.tools?.length) - entry.row.log({ - metadata: { "continuation.tool_call_ids": entry.tools }, + return result; + } + + captureInput(model: Span): ((messageId: string) => void) | undefined { + if (!this.content) return; + const pending = this.tracker.pending(); + const items = [...(this.session.chatCtx?.items ?? [])]; + const excluded = new Set(); + const itemId = (item: unknown) => + typeof item === "object" && item !== null && "id" in item + ? String(item.id) + : undefined; + const update = () => { + const transcripts = new Map( + pending + ? this.tracker.transcripts(pending).map(({ id, text }) => [id, text]) + : [], + ); + // Update fragments where LiveKit placed them. Newly observed caller text + // follows existing context, even if it belongs to an earlier grouped turn. + const context = items + .filter((item) => !excluded.has(itemId(item) ?? "")) + .map((item) => { + const id = itemId(item); + const text = id === undefined ? undefined : transcripts.get(id); + if (text === undefined) return item; + transcripts.delete(id!); + return { id, type: "message", role: "user", content: [text] }; + }); + for (const [id, text] of transcripts) + context.push({ id, type: "message", role: "user", content: [text] }); + model.log({ + input: this.context(context), + metadata: { "contrib.livekit.input_scope": "realtime_session_context" }, }); - if (!entry.response) return; - entry.row.log({ - metadata: { - "openai.response.id": entry.response.id, - "contrib.livekit.response.status": entry.response.status, - }, - }); - if (this.content) { - const output = messages(entry.response.output); - if (output) { - entry.row.log({ output }); - if (output.some((message) => message.tool_calls?.length)) - entry.turn?.log({ output }); - } + }; + update(); + if (pending && !pending.final) { + const updates = this.inputs.get(pending.id) ?? []; + updates.push(update); + this.inputs.set(pending.id, updates); } + // Some adapters commit the generated message before dispatching generation. + // Its stream identity distinguishes output from the input snapshot. + return (messageId) => { + excluded.add(messageId); + update(); + }; } - private publishInput(entry: { row?: Span; user?: User }) { - if (!this.content || entry.user?.transcript === undefined) return; - entry.row?.log({ - input: [{ role: "user", content: entry.user.transcript }], - metadata: { "contrib.livekit.input_scope": "associated_user_turn" }, - }); + + message(id: string): Span | undefined { + return this.messages.get(id); } - close() { + + private endPending() { this.speakingTurn = undefined; - this.session.off("openai_server_event_received", this.receive); - this.session.off("openai_client_event_queued", this.send); - this.session.off(errorMonitor, this.failed); - for (const user of this.users.values()) - if (!user.ended) { - user.span.log({ metadata: { "turn.incomplete": true } }); - user.span.end(); - } - this.users.clear(); - this.toolUsers.clear(); - this.replies.clear(); + this.dispatchTurn = undefined; + for (const turn of this.tracker.reset(Date.now())) this.publish(turn); + for (const { turn } of this.turns.values()) this.endTurn(turn); + this.inputs.clear(); } + + captureMetrics(responseId: string, span: Span) { + this.usage.associate(responseId, span); + } + + close() { + this.usage.close(); + for (const [name, listener] of this.listeners) + this.session.off(name, listener); + this.endPending(); + this.tracker.close(Date.now()); + this.turns.clear(); + this.messages.clear(); + this.inputs.clear(); + } + takeSpeakingTurn(): Span | undefined { const turn = this.speakingTurn; this.speakingTurn = undefined; diff --git a/js/src/instrumentation/livekit/runtime.ts b/js/src/instrumentation/livekit/runtime.ts index 68d4c6000..065d75ac9 100644 --- a/js/src/instrumentation/livekit/runtime.ts +++ b/js/src/instrumentation/livekit/runtime.ts @@ -8,7 +8,7 @@ import type { ChatMessage, AudioFrame, } from "./types"; -import type { Recording } from "./audio"; +import type { AudioExtension, Recording } from "./audio"; import type { Span } from "../../logger"; import type { Message } from "./schema"; import type { LiveKitOptions } from "./options"; @@ -48,8 +48,8 @@ export type Capture = { user: boolean; agent: boolean; origin: number; - recorder: Recording["recorder"]; - timeline: Recording["timeline"]; + recording: Recording; + timeline: AudioExtension["timeline"]; inputTimeline: { at: number; duration: number; diff --git a/js/src/instrumentation/livekit/streams.test.ts b/js/src/instrumentation/livekit/streams.test.ts new file mode 100644 index 000000000..f84f090b3 --- /dev/null +++ b/js/src/instrumentation/livekit/streams.test.ts @@ -0,0 +1,53 @@ +import { expect, test, vi } from "vitest"; +import { observeStream } from "./streams"; + +test("observes reads without prefetch and forwards cancellation", async () => { + const pull = vi.fn((c: ReadableStreamDefaultController) => + c.enqueue("text"), + ); + const cancel = vi.fn(); + const value = vi.fn(); + const done = vi.fn(); + const source = new ReadableStream( + { pull, cancel }, + { highWaterMark: 0 }, + ); + const stream = observeStream(source, value, done); + await Promise.resolve(); + expect(pull).not.toHaveBeenCalled(); + const reader = stream.getReader(); + expect(await reader.read()).toEqual({ done: false, value: "text" }); + expect(value).toHaveBeenCalledExactlyOnceWith("text"); + await reader.cancel("interrupted"); + expect(cancel).toHaveBeenCalledExactlyOnceWith("interrupted"); + expect(done).toHaveBeenCalledOnce(); + expect(source.locked).toBe(false); +}); + +test("pipeTo observes each consumed item once, preserving stream failures", async () => { + const failure = new Error("upstream"); + let controller!: ReadableStreamDefaultController; + const source = new ReadableStream({ + start(c) { + controller = c; + }, + }); + const value = vi.fn(); + const done = vi.fn(); + const stream = observeStream(source, value, done); + const received: string[] = []; + const piped = stream.pipeTo( + new WritableStream({ + write(text) { + received.push(text); + }, + }), + ); + controller.enqueue("hello"); + // Wait for actual consumption before making the upstream fail. + await vi.waitFor(() => expect(received).toEqual(["hello"])); + controller.error(failure); + await expect(piped).rejects.toBe(failure); + expect(value).toHaveBeenCalledExactlyOnceWith("hello"); + expect(done).toHaveBeenCalledOnce(); +}); diff --git a/js/src/instrumentation/livekit/streams.ts b/js/src/instrumentation/livekit/streams.ts new file mode 100644 index 000000000..9de956898 --- /dev/null +++ b/js/src/instrumentation/livekit/streams.ts @@ -0,0 +1,48 @@ +import { observe } from "./runtime"; + +/** Observe consumed objects without teeing, prefetching, or touching audio. */ +export function observeStream( + stream: ReadableStream, + value: (value: T) => void, + done: () => void = () => {}, +): ReadableStream { + let reader: ReadableStreamDefaultReader | undefined; + let finished = false; + const finish = () => { + if (finished) return; + finished = true; + observe(done); + }; + return new ReadableStream( + { + async pull(controller) { + reader ??= stream.getReader(); + try { + const result = await reader.read(); + if (result.done) { + finish(); + reader.releaseLock(); + controller.close(); + } else { + observe(() => value(result.value)); + controller.enqueue(result.value); + } + } catch (error) { + finish(); + reader.releaseLock(); + controller.error(error); + } + }, + async cancel(reason) { + try { + if (reader) await reader.cancel(reason); + else await stream.cancel(reason); + } finally { + finish(); + reader?.releaseLock(); + } + }, + }, + { highWaterMark: 0 }, + ); +} diff --git a/js/src/instrumentation/livekit/turns.test.ts b/js/src/instrumentation/livekit/turns.test.ts new file mode 100644 index 000000000..b4735ff22 --- /dev/null +++ b/js/src/instrumentation/livekit/turns.test.ts @@ -0,0 +1,111 @@ +import { expect, test } from "vitest"; +import { TurnTracker } from "./turns"; + +test("duplex partial and final transcripts update the same turn during overlapping output", () => { + const tracker = new TurnTracker(100); + const first = tracker.start(1000); + expect( + tracker.transcript( + { id: "u1", text: "Where", start: 1000, final: false }, + 1100, + ).id, + ).toBe(first.id); + tracker.stop(1400); + const second = tracker.start(2000); + tracker.transcript( + { id: "u2", text: "Thank you", start: 2000, final: false }, + 2100, + ); + expect( + tracker.transcript( + { id: "u1", text: "Where is order 1042?", start: 1000, final: true }, + 2200, + ), + ).toMatchObject({ id: first.id, text: "Where is order 1042?", end: 1400 }); + expect(tracker.current()?.id).toBe(second.id); +}); + +test("late final-only transcripts use their timestamp, not arrival order", () => { + const tracker = new TurnTracker(100); + const first = tracker.start(1000); + tracker.stop(1500); + const second = tracker.start(2000); + tracker.stop(2500); + expect( + tracker.transcript( + { id: "u2", text: "Second", start: 2000, final: true }, + 3000, + ).id, + ).toBe(second.id); + expect( + tracker.transcript( + { id: "u1", text: "First", start: 1000, final: true }, + 3100, + ).id, + ).toBe(first.id); +}); + +test("ambiguous transcripts do not claim an arbitrary speech interval", () => { + const tracker = new TurnTracker(100); + const first = tracker.start(1000); + tracker.stop(1500); + const second = tracker.start(2000); + tracker.stop(2500); + const message = tracker.transcript( + { id: "late", text: "Unassociated", final: true }, + 3000, + ); + expect([first.id, second.id]).not.toContain(message.id); + expect(message.start).toBe(3000); + expect( + tracker.transcript({ id: "late", text: "Updated", final: true }, 3100).id, + ).toBe(message.id); +}); + +test("shutdown marks only unfinished speech incomplete", () => { + const tracker = new TurnTracker(100); + tracker.start(1000); + tracker.stop(1500); + const active = tracker.start(2000); + expect(tracker.close(2500)).toEqual([ + { ...active, end: 2500, incomplete: true }, + ]); + expect(tracker.current()).toBeUndefined(); +}); + +test("groups speech fragments across pauses up to 1.5 seconds and replaces partial text", () => { + const tracker = new TurnTracker(); + const first = tracker.start(1000); + tracker.transcript({ id: "a", text: "Where is", final: false }, 1100); + tracker.transcript({ id: "a", text: "Where is my order", final: true }, 1200); + tracker.stop(1500); + expect(tracker.start(3000).id).toBe(first.id); + tracker.transcript({ id: "b", text: " DMO", final: true }, 3100); + tracker.stop(3200); + expect(tracker.start(3300).id).toBe(first.id); + expect( + tracker.transcript({ id: "c", text: "1042?", final: true }, 3400).text, + ).toBe("Where is my order DMO1042?"); + tracker.stop(3500); + expect(first.end).toBe(3500); + expect(tracker.start(5001).id).not.toBe(first.id); + expect( + tracker.transcript({ id: "b", text: " DEMO", final: true }, 5100).text, + ).toBe("Where is my order DEMO1042?"); +}); + +test("the caller pause window is configurable", () => { + const tracker = new TurnTracker(500); + const first = tracker.start(0); + tracker.stop(100); + expect(tracker.start(601).id).not.toBe(first.id); +}); + +test("assistant completion during caller speech or before its last stop does not split fragments", () => { + const tracker = new TurnTracker(3000); + const first = tracker.start(1000); + tracker.boundary(1200); + tracker.stop(1500); + tracker.boundary(1400); + expect(tracker.start(1700).id).toBe(first.id); +}); diff --git a/js/src/instrumentation/livekit/turns.ts b/js/src/instrumentation/livekit/turns.ts new file mode 100644 index 000000000..f4abed790 --- /dev/null +++ b/js/src/instrumentation/livekit/turns.ts @@ -0,0 +1,182 @@ +/** A framework-observed caller turn. Times are milliseconds since the Unix epoch. */ +export interface Turn { + id: string; + start: number; + end?: number; + messageId?: string; + messageIds: string[]; + text?: string; + final?: boolean; + incomplete?: boolean; +} + +interface Fragment { + turn: Turn; + start: number; + end?: number; + messageId?: string; + text?: string; + final?: boolean; + transcriptOnly?: boolean; +} + +/** Groups speech observations; retains message identity for late transcript updates. */ +export class TurnTracker { + private sequence = 0; + private active?: Fragment; + private latest?: Turn; + private boundaryAfter?: string; + private unidentified: Fragment[] = []; + private messages = new Map(); + private fragments = new WeakMap(); + + constructor(private readonly maxPauseMs = 1500) {} + + private create(at: number): Turn { + const turn: Turn = { + id: `turn-${this.sequence++}`, + start: at, + messageIds: [], + }; + this.fragments.set(turn, []); + return turn; + } + + start(at: number): Turn { + if (this.active) return this.active.turn; + const previous = this.latest; + const turn = + previous?.end !== undefined && + previous.id !== this.boundaryAfter && + at >= previous.end && + at - previous.end <= this.maxPauseMs + ? previous + : this.create(at); + delete turn.end; + turn.final = false; + const fragment: Fragment = { turn, start: at }; + this.fragments.get(turn)!.push(fragment); + this.active = fragment; + this.latest = turn; + this.unidentified.push(fragment); + if (this.unidentified.length > 256) this.unidentified.shift(); + return turn; + } + + stop(at: number): Turn | undefined { + const fragment = this.active; + this.active = undefined; + if (!fragment) return; + fragment.end = Math.max(fragment.start, at); + fragment.turn.end = fragment.end; + return fragment.turn; + } + + /** Completed playback can separate exchanges even across a short caller pause. */ + boundary(at: number): Turn | undefined { + if ( + !this.active && + this.latest?.end !== undefined && + this.latest.end <= at + ) { + this.boundaryAfter = this.latest.id; + return this.latest; + } + } + + message(id: string): Turn | undefined { + return this.messages.get(id)?.turn; + } + + current(): Turn | undefined { + return this.active?.turn; + } + + pending(): Turn | undefined { + return this.active?.turn ?? this.latest; + } + + transcript( + message: { + id: string; + text?: string; + start?: number; + final: boolean; + speechId?: string; + }, + at: number, + ): Turn { + let fragment = this.messages.get(message.id); + if (!fragment) { + const candidates = this.unidentified.filter( + (candidate) => + message.start === undefined || + (message.start >= candidate.start && + message.start <= (candidate.end ?? at)), + ); + fragment = + this.unidentified.find( + (candidate) => + candidate.turn.id === message.speechId && candidate === this.active, + ) ?? (candidates.length === 1 ? candidates[0] : undefined); + if (!fragment) { + const turn = this.create(message.start ?? at); + fragment = { turn, start: turn.start, transcriptOnly: true }; + this.fragments.get(turn)!.push(fragment); + } + fragment.messageId = message.id; + fragment.turn.messageId ??= message.id; + fragment.turn.messageIds.push(message.id); + this.unidentified = this.unidentified.filter( + (candidate) => candidate !== fragment, + ); + this.messages.set(message.id, fragment); + } + if (message.text !== undefined) fragment.text = message.text; + if (message.final) { + fragment.final = true; + if (fragment.transcriptOnly) + fragment.turn.end = Math.max(fragment.start, at); + } + const parts = this.fragments.get(fragment.turn)!; + fragment.turn.text = parts.some((part) => part.text !== undefined) + ? parts.map((part) => part.text ?? "").join("") + : undefined; + fragment.turn.final = parts.every((part) => part.final); + return fragment.turn; + } + + transcripts(turn: Turn): { id: string; text: string }[] { + return (this.fragments.get(turn) ?? []).flatMap((fragment) => + fragment.messageId !== undefined && fragment.text !== undefined + ? [{ id: fragment.messageId, text: fragment.text }] + : [], + ); + } + + /** Finish the current connection without losing historical message identity. */ + reset(at: number): Turn[] { + const unfinished = new Set([ + ...[...this.messages.values()].map((fragment) => fragment.turn), + ...(this.active ? [this.active.turn] : []), + ]); + const updates = [...unfinished] + .filter((turn) => turn.end === undefined) + .map((turn) => { + turn.end ??= Math.max(turn.start, at); + turn.incomplete = true; + return turn; + }); + this.active = undefined; + this.latest = undefined; + this.boundaryAfter = undefined; + this.unidentified = []; + return updates; + } + + close(at: number): Turn[] { + const updates = this.reset(at); + this.messages.clear(); + return updates; + } +} diff --git a/js/src/instrumentation/livekit/types.ts b/js/src/instrumentation/livekit/types.ts index 5e059abd5..c2b43c4f9 100644 --- a/js/src/instrumentation/livekit/types.ts +++ b/js/src/instrumentation/livekit/types.ts @@ -12,6 +12,7 @@ export interface SpeechHandle { } export interface AgentSession { sessionSpan?: NativeSpan; + agentSpeakingSpan?: NativeSpan; activity?: AgentActivity; output?: { audio?: AudioOutput | null }; } @@ -39,3 +40,16 @@ export interface ChatMessage { textContent?: string; interrupted?: boolean; } + +export interface RealtimeGeneration { + ev?: { + responseId?: string; + messageStream?: ReadableStream<{ + messageId: string; + textStream: ReadableStream; + }>; + functionStream?: ReadableStream; + }; + inferenceSpan?: NativeSpan; + span?: NativeSpan; +}

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