import { computeDasMap } from "/packages/acoustics-core/das.js"; import { createLocalizationPlan, createStreamingLocalizer, localizeMultichannel, } from "/packages/acoustics-core/realtime-localizer.js"; import { distance3 } from "/packages/acoustics-core/math.js"; function createFixture(sampleCount = 320) { const sampleRate = 4096; const speedOfSound = 343; const frequency = 512; const target = [0.1, -0.1, 1]; const array = { id: "portable-array", microphones: [ { id: "nw", position: [-0.12, 0.12, 0], sensitivityDb: 1.5, phaseOffsetDeg: -4, frequencyResponse: [ { frequencyHz: 400, gainDb: -1, phaseDeg: -3 }, { frequencyHz: 600, gainDb: 2, phaseDeg: 5 }, ], }, { id: "ne", position: [0.12, 0.12, 0], sensitivityDb: -0.5, phaseOffsetDeg: 2 }, { id: "sw", position: [-0.12, -0.12, 0] }, { id: "se", position: [0.12, -0.12, 0] }, ], }; const channels = array.microphones.map((microphone) => { const delay = distance3(target, microphone.position) / speedOfSound; return Float32Array.from( { length: sampleCount }, (_, sampleIndex) => Math.sin(2 * Math.PI * frequency * (sampleIndex / sampleRate - delay)), ); }); const scan = { z: 1, xMin: -0.2, xMax: 0.2, yMin: -0.1, yMax: 0.1, columns: 5, rows: 3, }; const bands = [{ id: "tone", minHz: 500, maxHz: 524, color: "#65f2bf" }]; const config = { sampleRate, array, scan, bands, speedOfSound, stft: { fftSize: 64, hopSize: 32 }, normalization: "peak", maximumSteeringCacheBytes: 1024 * 1024, computeOptions: { pointBatchSize: 1024, stftTransformBatchSize: 1024, }, }; return { sampleRate, speedOfSound, target, array, channels, scan, bands, config }; } function assertFloat32Exact(actual, expected, label) { assertEqual(actual.length, expected.length, `${label} length`); for (let index = 0; index < actual.length; index += 1) { assertEqual(actual[index], expected[index], `${label}[${index}]`); } } function sliceChannels(channels, start, end) { return channels.map((channel) => channel.slice(start, end)); } test("portable localizer가 Scene 합성 없이 기존 CPU DAS와 bit-exact map을 만든다", async () => { const fixture = createFixture(128); const experiment = { stft: { fftSize: 64, hopSize: 32, window: "hann" }, scan: fixture.scan, frequencyBands: fixture.bands, beamforming: { normalization: "peak", compensateFrequencyResponse: true }, }; const baseline = await computeDasMap({ channels: fixture.channels, sampleRate: fixture.sampleRate, arrayDefinition: fixture.array, scene: { speedOfSound: fixture.speedOfSound }, experiment, pointBatchSize: 1024, stftTransformBatchSize: 1024, }); const plan = createLocalizationPlan(fixture.config); const portable = await localizeMultichannel({ plan, channels: fixture.channels, }); assertFloat32Exact(portable.bands[0].rawMap, baseline.bands[0].rawMap, "raw map"); assertFloat32Exact(portable.bands[0].displayMap, baseline.bands[0].displayMap, "display map"); assertEqual(portable.bands[0].peak.index, baseline.bands[0].peak.index, "peak index"); assertEqual(portable.locations[0].bandId, "tone", "portable location band"); assertEqual(portable.sampleCount, 128, "sample count"); assertEqual(portable.duration, 128 / fixture.sampleRate, "block duration"); }); test("CPU 분석 계획이 반복 geometry·steering 연산과 bin map 할당을 실제로 제거한다", async () => { const fixture = createFixture(128); const plan = createLocalizationPlan(fixture.config); const first = await localizeMultichannel({ plan, channels: fixture.channels }); const second = await localizeMultichannel({ plan, channels: fixture.channels }); const cache = second.analysisCache; const pointMicrophonePairs = fixture.scan.columns * fixture.scan.rows * fixture.array.microphones.length; assertEqual(cache.analysisAttempts, 2, "analysis attempts"); assertEqual(cache.completedAnalyses, 2, "completed analyses"); assertEqual(cache.distanceMatrixBuilds, 1, "one retained distance matrix"); assertEqual(cache.distanceEvaluations, pointMicrophonePairs, "distance evaluations performed"); assertEqual( cache.avoidedDistanceEvaluations, pointMicrophonePairs, "second distance pass avoided", ); assert(cache.steeringCacheEnabled, "bounded steering cache enabled"); assertEqual(cache.steeringMatrixBuilds, 1, "one steering matrix build"); assertEqual(cache.steeringCacheHits, 1, "second steering pass is a cache hit"); assertEqual( cache.avoidedSteeringPointMicrophonePairs, pointMicrophonePairs, "second trigonometric steering pass avoided", ); assertEqual(cache.avoidedBinMapAllocations, 1, "second temporary bin map allocation avoided"); assert(cache.retainedBytes > 0, "retained cache bytes are reported"); assertFloat32Exact(second.bands[0].rawMap, first.bands[0].rawMap, "cached repeat raw map"); }); test("streaming localizer 결과가 임의 chunk 경계와 무관하다", async () => { const fixture = createFixture(320); const streamConfig = { ...fixture.config, analysisWindowSamples: 128, analysisHopSamples: 64, maximumBufferedSamples: 512, maximumResultsPerCall: 4, }; const whole = createStreamingLocalizer(streamConfig); whole.append(fixture.channels); const wholeResults = await whole.analyzeAvailable({ maximumResults: 4 }); const chunked = createStreamingLocalizer(streamConfig); const chunkSizes = [17, 83, 1, 91, 128]; const chunkedResults = []; let offset = 0; for (const chunkSize of chunkSizes) { const end = offset + chunkSize; chunkedResults.push(...await chunked.push(sliceChannels(fixture.channels, offset, end))); offset = end; } assertEqual(wholeResults.length, 4, "whole block window count"); assertEqual(chunkedResults.length, wholeResults.length, "chunked window count"); wholeResults.forEach((expected, index) => { const actual = chunkedResults[index]; assertEqual(actual.startSample, index * 64, `chunked start sample ${index}`); assertEqual(actual.endSample, index * 64 + 128, `chunked end sample ${index}`); assertEqual(actual.sequence, index, `chunked sequence ${index}`); assertFloat32Exact(actual.bands[0].rawMap, expected.bands[0].rawMap, `chunked map ${index}`); }); assertEqual(chunked.getState().droppedSamples, 0, "no samples dropped under capacity"); }); test("streaming ring buffer와 호출별 결과 수가 설정된 상한을 지킨다", async () => { const fixture = createFixture(400); let planLimitError; try { createLocalizationPlan({ ...fixture.config, maximumPlanBytes: 64 }); } catch (error) { planLimitError = error; } assert( planLimitError instanceof RangeError && planLimitError.message.includes("maximumPlanBytes"), "analysis plan allocation hard limit", ); const invalidResponseConfig = structuredClone(fixture.config); invalidResponseConfig.array.microphones[0].frequencyResponse = [ { frequencyHz: 1000, gainDb: 0 }, { frequencyHz: 1000, gainDb: -3 }, ]; let responseError; try { createLocalizationPlan(invalidResponseConfig); } catch (error) { responseError = error; } assert( responseError instanceof RangeError && responseError.message.includes("strictly increasing"), "portable microphone response validation", ); let inputLimitError; try { createStreamingLocalizer({ ...fixture.config, analysisWindowSamples: 128, maximumBufferedSamples: 128, maximumInputBufferBytes: 1024, }); } catch (error) { inputLimitError = error; } assert( inputLimitError instanceof RangeError && inputLimitError.message.includes("maximumInputBufferBytes"), "input allocation hard limit", ); const bounded = createStreamingLocalizer({ ...fixture.config, analysisWindowSamples: 128, analysisHopSamples: 64, maximumBufferedSamples: 128, maximumResultsPerCall: 1, }); const appended = bounded.append(fixture.channels); assertEqual(appended.bufferedSamples, 128, "ring capacity"); assertEqual(appended.droppedSamples, 272, "oldest samples dropped"); assertEqual(appended.bufferStartSample, 272, "retained absolute sample origin"); assertEqual( appended.retainedInputBytes, fixture.array.microphones.length * (128 + 128) * Float32Array.BYTES_PER_ELEMENT, "fixed ring and analysis workspace bytes", ); const boundedResults = await bounded.analyzeAvailable(); assertEqual(boundedResults.length, 1, "one bounded result"); assertEqual(boundedResults[0].startSample, 272, "latest retained window analyzed"); const resultBound = createStreamingLocalizer({ ...fixture.config, analysisWindowSamples: 128, analysisHopSamples: 64, maximumBufferedSamples: 512, maximumResultsPerCall: 2, }); resultBound.append(fixture.channels); const first = await resultBound.analyzeAvailable(); const second = await resultBound.analyzeAvailable(); assertEqual(first.length, 2, "first result batch bound"); assertEqual(second.length, 2, "second result batch bound"); assertEqual(resultBound.getState().availableAnalysisCount, 1, "remaining work stays buffered"); }); test("streaming 분석 취소가 AbortError를 전달하고 계획 lock을 해제한다", async () => { const fixture = createFixture(128); const stream = createStreamingLocalizer({ ...fixture.config, analysisWindowSamples: 128, analysisHopSamples: 64, maximumBufferedSamples: 256, maximumResultsPerCall: 1, }); stream.append(fixture.channels); const controller = new AbortController(); let cancellationRequested = false; let caught; try { await stream.analyzeAvailable({ signal: controller.signal, computeOptions: { stftTransformBatchSize: 1 }, onProgress: ({ stage, completedTransforms }) => { if (stage === "stft" && completedTransforms > 0 && !cancellationRequested) { cancellationRequested = true; controller.abort(); } }, }); } catch (error) { caught = error; } assert(cancellationRequested, "cancellation requested during STFT"); assertEqual(caught?.name, "AbortError", "AbortError propagated"); assertEqual(stream.getState().busy, false, "stream lock released"); assertEqual(stream.plan.dasPlan.busy, false, "DAS plan lock released"); assertEqual(stream.getState().failedAnalyses, 1, "failed analysis counted"); });