Better error handling
This commit is contained in:
@@ -702,3 +702,56 @@ future model's peak lands awkwardly relative to the 0.1 fraction).
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is no real crash-telemetry feedback loop. If field reports show 0.1 is still
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too generous (or too aggressive) for some device class, adjust the constant
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rather than the shape of the heuristic.
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## D-030 — Error taxonomy: pattern-matched classification, not structured error types
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**Status:** Accepted (2026-07-29)
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Every failure path (decode, model load, transcription, a crashed worker, a
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live session) used to end at `setError(rawMessage)`, rendered as one plain
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string — no distinction between "this file won't decode" (try another file),
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"the tab ran out of memory" (try a smaller model), a lost WebGPU device
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(switch backend), or a dropped network connection mid-download (retry). The
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WorkBreakdown M6 item asked for exactly those four categories.
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**Shape:** `src/lib/errors.ts` exports a pure `classifyError(raw, context)`:
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`context.stage` (`"decode" | "load" | "transcribe" | "worker-crash"`) plus
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`context.offline` (`navigator.onLine`) disambiguate cases the message text
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alone can't, then substring pattern-matching on the message sorts the rest
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into `unsupported-file` / `out-of-memory` / `device-lost` / `network` /
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`generic`, each with a user-facing `message`, an optional actionable
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`suggestion`, and `retryable`. **Why pattern-matching, not typed errors from
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each layer:** the failures cross Web Audio, Transformers.js, onnxruntime-web
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(WASM and the WebGPU/WebNN JSEP EPs), and `fetch` — none of which expose a
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shared error hierarchy the app controls, so there is nothing to `instanceof`
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against; the only thing every layer reliably produces is an `Error` (or
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DOMException) with a message string. A worker crash (`Worker.onerror`) with
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an **empty** message is itself classified as out-of-memory: D-027 found that
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the browser's silent OOM tab-kill fires no JS error event with details at
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all, so an empty message *is* the OOM signal in that one context — the
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classifier only applies that inference when `context.stage ===
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"worker-crash"`, not to an empty message anywhere else.
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**UI wiring (`src/App.tsx`):** the `error` state changed from a `string` to
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`{ classified: ClassifiedError; retryKind?: "load" | "file" }`. `retryKind`
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is resolved to an actual retry action **at render time** (`onClick={() =>
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startLoad(modelId, devicePreference)}` / replaying `lastFileRef.current`
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through `handleFile`), reading current component state directly — not
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computed inside the worker's `message`/`error` event listeners, which are
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registered once per worker lifetime (`ensureWorker`) and would otherwise
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close over whichever render's `modelId`/`devicePreference` happened to be
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current at registration, going stale on every later model/device switch.
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**Consequence:** only `network` and `device-lost` are `retryable` (an
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unsupported file or an OOM won't succeed by retrying the identical action);
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the error box shows a Retry button only for those, alongside the suggestion
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text. Live-mode errors (mic permission, WS disconnects) still classify
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through the same function for a consistent error box, but never carry
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`retryKind` — the existing Start/Stop controls are already the retry path
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there.
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**Alternatives rejected:** wrapping each subsystem's calls in typed error
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classes at the boundary (real fix, but Transformers.js/onnxruntime-web
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throw plain `Error`s from deep internals — retrofitting types there means
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forking dependencies, out of scope); classifying in the worker instead of
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the UI (the worker already forwards a string message over postMessage —
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classifying there would just move the same pattern-matching one hop over
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for no benefit, and the UI is where `context.offline`/retry actions live).
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**Revisit:** if a future onnxruntime-web/Transformers.js version starts
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surfacing richer structured errors (e.g. a `GPUDeviceLostInfo` object
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instead of a stringified message), prefer inspecting that directly over
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adding more substring patterns.
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@@ -218,8 +218,14 @@ Notes (M5):
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exercised for real (browser half still needs the manual run).
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## M6 — Hardening & polish
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- [ ] Error taxonomy: unsupported file, out-of-memory (suggest smaller model),
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WebGPU device-lost, network loss mid-download (resume or clear retry)
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- [x] Error taxonomy: unsupported file, out-of-memory (suggest smaller model),
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WebGPU device-lost, network loss mid-download (resume or clear retry) —
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pure `classifyError` in `src/lib/errors.ts` (D-030) sorts every failure
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path (decode, load, transcribe, a crashed worker) into one of the four
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categories plus a generic fallback, each with a user-facing message and
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an actionable suggestion; the error box in `App.tsx` adds a Retry
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button for the two retryable kinds (network, device-lost), replaying
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the failed load or the last file. Unit-tested in `tests/errors.test.ts`.
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- [x] Cancel in-flight transcription (both engines) — browser engine via
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worker termination (D-018), server engine via aborting the
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`/api/transcribe` fetch (D-018 amendment; landed with M5's EngineToggle)
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+98
-31
@@ -11,6 +11,7 @@ import { StorageManager } from "./components/StorageManager";
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import { TranscriptView } from "./components/TranscriptView";
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import { TranscriptionOptions } from "./components/TranscriptionOptions";
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import { decodeAudioFile } from "./lib/audio";
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import { classifyError, type ClassifiedError } from "./lib/errors";
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import {
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BrowserEngine,
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ServerEngine,
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@@ -54,6 +55,17 @@ interface TranscriptResult {
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chunks: TranscriptChunk[];
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}
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/**
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* Displayed error state (M6 error taxonomy, `src/lib/errors.ts`). `retryKind`
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* says which retry affordance (if any) the error box should offer — computed
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* at render time against current component state, not baked into a closure
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* captured when the worker's message handler was first registered.
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*/
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interface AppErrorState {
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classified: ClassifiedError;
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retryKind?: "load" | "file";
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}
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const MODEL_IDS = MODELS.map((model) => model.id);
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export function App() {
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@@ -82,6 +94,11 @@ export function App() {
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// audio to the (fresh) worker. Decoding itself cannot be aborted.
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const fileRun = useRef(0);
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// Last file handed to handleFile, so a retryable transcribe-stage error
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// (network failure talking to the server engine) can offer a Retry button
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// without holding onto File objects in state.
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const lastFileRef = useRef<File | null>(null);
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// Accelerator failures learned this session (D-025), keyed
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// "modelId::preference" → the explicit device to load with instead, so
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// repeat loads skip the doomed accelerator attempt (and its restart)
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@@ -124,7 +141,7 @@ export function App() {
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totalSeconds: number;
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} | null>(null);
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const [result, setResult] = useState<TranscriptResult | null>(null);
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const [error, setError] = useState<string | null>(null);
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const [error, setError] = useState<AppErrorState | null>(null);
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const [fileName, setFileName] = useState<string | null>(null);
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const [liveStatus, setLiveStatus] = useState<LiveStatus>("idle");
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@@ -201,6 +218,11 @@ export function App() {
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};
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}, [auth.user]);
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/** `navigator.onLine`, guarded for non-browser test environments. */
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function isOffline(): boolean {
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return typeof navigator !== "undefined" && !navigator.onLine;
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}
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function overrideKey(forModelId: string, preference: DevicePreference): string {
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return `${forModelId}::${preference}`;
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}
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@@ -358,7 +380,14 @@ export function App() {
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if (message.stage === "load") {
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loadGate.current?.reject(new Error(message.message));
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}
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setError(message.message);
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const classified = classifyError(message.message, {
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stage: message.stage,
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offline: isOffline(),
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});
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setError({
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classified,
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retryKind: classified.retryable ? (message.stage === "load" ? "load" : "file") : undefined,
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});
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setTranscribeProgress(null);
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setBusy(false);
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setRunEngine(null);
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@@ -405,14 +434,20 @@ export function App() {
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}
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});
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worker.addEventListener("error", (event) => {
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const failure = new Error(
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event.message || "The inference worker crashed unexpectedly.",
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);
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// Classify on the raw (possibly empty) message: an empty message is
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// itself the signal for a silent OOM tab-kill (D-027 — no JS error
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// event carries details when that happens), which a fallback string
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// would otherwise hide from the classifier.
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const classified = classifyError(event.message, {
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stage: "worker-crash",
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offline: isOffline(),
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});
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const failure = new Error(classified.message);
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// Unblock any live passes so a live session can drain and stop.
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for (const pending of pendingLive.current.values()) pending.reject(failure);
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pendingLive.current.clear();
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loadGate.current?.reject(failure);
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setError(failure.message);
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setError({ classified, retryKind: classified.retryable ? "load" : undefined });
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setBusy(false);
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});
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workerRef.current = worker;
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@@ -534,6 +569,7 @@ export function App() {
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async function handleFile(file: File) {
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if (busy || liveStatus !== "idle") return;
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lastFileRef.current = file;
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// The toggle's choice only takes effect with a session and an available
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// server engine (D-010); everything else runs on-device as always.
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const useServer =
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@@ -587,9 +623,7 @@ export function App() {
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audio = await decodeAudioFile(file);
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} catch (decodeError) {
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if (fileRun.current === run) {
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setError(
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decodeError instanceof Error ? decodeError.message : String(decodeError),
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);
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setError({ classified: classifyError(decodeError, { stage: "decode" }) });
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setBusy(false);
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setRunEngine(null);
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}
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@@ -608,7 +642,8 @@ export function App() {
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await browserModelReady();
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} catch (loadError) {
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if (fileRun.current !== run) return; // cancelled while loading
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setError(loadError instanceof Error ? loadError.message : String(loadError));
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const classified = classifyError(loadError, { stage: "load", offline: isOffline() });
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setError({ classified, retryKind: classified.retryable ? "load" : undefined });
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setBusy(false);
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setRunEngine(null);
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return;
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@@ -645,11 +680,11 @@ export function App() {
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setRunEngine(null);
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} catch (transcribeError) {
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if (fileRun.current !== run) return; // cancellation rejections are expected
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setError(
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transcribeError instanceof Error
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? transcribeError.message
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: String(transcribeError),
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);
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const classified = classifyError(transcribeError, {
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stage: "transcribe",
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offline: isOffline(),
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});
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setError({ classified, retryKind: classified.retryable ? "file" : undefined });
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setTranscribeProgress(null);
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setBusy(false);
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setRunEngine(null);
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@@ -726,7 +761,7 @@ export function App() {
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setLiveCommitted("");
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setLiveTentative("");
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setLiveStatus("idle");
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if (message) setError(message);
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if (message) setError({ classified: classifyError(message) });
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};
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ws.onmessage = (event) => {
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@@ -748,7 +783,7 @@ export function App() {
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setLiveCommitted(update.committedText);
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setLiveTentative(update.tentativeText);
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setLivePending(update.pendingFinalPasses ?? 0);
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if (update.error) setError(update.error);
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if (update.error) setError({ classified: classifyError(update.error) });
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} else if (data.type === "result") {
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setResult(data.result as TranscriptResult);
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endSession(null);
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@@ -762,9 +797,12 @@ export function App() {
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// does the actual cleanup — this only needs to supply the message
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// (onclose can't distinguish a clean vs. abrupt closure on its own).
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if (liveWsRef.current === ws) {
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setError(
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"Lost connection to the server during live transcription. The microphone has been stopped.",
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);
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setError({
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classified: classifyError(
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"Lost connection to the server during live transcription. The microphone has been stopped.",
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{ offline: isOffline() },
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),
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});
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}
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};
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@@ -798,13 +836,13 @@ export function App() {
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} catch (micError) {
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ws.close();
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setLiveStatus("idle");
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setError(
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const message =
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micError instanceof DOMException && micError.name === "NotAllowedError"
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? "Microphone access was denied. Allow it in your browser's site settings and try again."
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: micError instanceof Error
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? micError.message
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: String(micError),
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);
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: String(micError);
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setError({ classified: classifyError(message) });
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}
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};
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return;
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@@ -832,7 +870,7 @@ export function App() {
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setLiveCommitted(update.committedText);
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setLiveTentative(update.tentativeText);
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setLivePending(update.pendingFinalPasses);
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if (update.error) setError(update.error);
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if (update.error) setError({ classified: classifyError(update.error) });
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},
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});
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@@ -842,13 +880,13 @@ export function App() {
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setLiveStatus("listening");
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} catch (micError) {
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setLiveStatus("idle");
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setError(
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const message =
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micError instanceof DOMException && micError.name === "NotAllowedError"
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? "Microphone access was denied. Allow it in your browser's site settings and try again."
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: micError instanceof Error
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? micError.message
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: String(micError),
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);
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: String(micError);
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setError({ classified: classifyError(message) });
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}
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}
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@@ -871,7 +909,12 @@ export function App() {
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liveWsRef.current = null;
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liveRef.current = null;
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setLiveStatus("idle");
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setError("Live transcription lost its connection to the server before it could finish.");
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setError({
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classified: classifyError(
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"Live transcription lost its connection to the server before it could finish.",
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{ offline: isOffline() },
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),
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});
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}
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} else {
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try {
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@@ -1013,9 +1056,33 @@ export function App() {
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)}
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{error && (
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<p className="error" role="alert">
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{error}
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</p>
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<div className="error" role="alert">
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<p className="error-message">{error.classified.message}</p>
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{error.classified.suggestion && (
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<p className="error-suggestion">{error.classified.suggestion}</p>
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)}
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{error.retryKind === "load" && (
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<button
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type="button"
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className="error-retry-button"
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onClick={() => startLoad(modelId, devicePreference)}
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>
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Retry
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</button>
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)}
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{error.retryKind === "file" && lastFileRef.current && (
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<button
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type="button"
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className="error-retry-button"
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onClick={() => {
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const file = lastFileRef.current;
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if (file) void handleFile(file);
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}}
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>
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Retry
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</button>
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)}
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</div>
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)}
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{showModelProgress && (
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@@ -546,6 +546,33 @@ body {
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color: #f2b8b5;
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}
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.error-message {
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margin: 0;
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}
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.error-suggestion {
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margin: 0.4rem 0 0;
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font-size: 0.85rem;
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color: #d99a97;
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}
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.error-retry-button {
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margin-top: 0.6rem;
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border: 1px solid #f2b8b5;
|
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background: transparent;
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color: #f2b8b5;
|
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border-radius: 8px;
|
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padding: 0.3rem 0.9rem;
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font-size: 0.85rem;
|
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cursor: pointer;
|
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transition: background 0.15s, color 0.15s;
|
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}
|
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|
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.error-retry-button:hover {
|
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background: #f2b8b5;
|
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color: #2a1c1e;
|
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}
|
||||
|
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/* --- ModelLoadProgress --- */
|
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|
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.model-progress {
|
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|
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@@ -0,0 +1,126 @@
|
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/**
|
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* Error taxonomy for user-facing failures (WorkBreakdown M6: "Error
|
||||
* taxonomy: unsupported file, out-of-memory (suggest smaller model), WebGPU
|
||||
* device-lost, network loss mid-download").
|
||||
*
|
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* Pure and unit-tested — turns a raw `Error`/string/unknown thrown somewhere
|
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* in the app (worker load/transcribe, decode, a crashed worker, a failed
|
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* fetch) into a `ClassifiedError` the UI can render consistently: a message,
|
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* an optional actionable suggestion, and whether a Retry button makes sense.
|
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*
|
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* Classification is pattern-matching on the error message plus a `stage`
|
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* hint from the caller (decode errors are always "unsupported file"; a
|
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* worker crash with no message at all is almost always the browser's silent
|
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* OOM tab-kill, per Decisions.md D-027's finding that no JS `error` event
|
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* carries details when that happens) — there is no structured error type to
|
||||
* inspect across Web Audio / Transformers.js / onnxruntime-web / fetch.
|
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*/
|
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export type ErrorStage = "decode" | "load" | "transcribe" | "worker-crash";
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|
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export type ErrorKind = "unsupported-file" | "out-of-memory" | "device-lost" | "network" | "generic";
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export interface ClassifiedError {
|
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kind: ErrorKind;
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message: string;
|
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/** Actionable next step to show alongside the message, if any. */
|
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suggestion?: string;
|
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/** Whether retrying the same action stands a reasonable chance of working. */
|
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retryable: boolean;
|
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}
|
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|
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export interface ClassifyContext {
|
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/** Which part of the pipeline the error came from. */
|
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stage?: ErrorStage;
|
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/** `navigator.onLine` at classification time, if known. */
|
||||
offline?: boolean;
|
||||
}
|
||||
|
||||
function toMessage(raw: unknown): string {
|
||||
return raw instanceof Error ? raw.message : String(raw);
|
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}
|
||||
|
||||
function matchesAny(haystack: string, needles: readonly string[]): boolean {
|
||||
const lower = haystack.toLowerCase();
|
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return needles.some((needle) => lower.includes(needle));
|
||||
}
|
||||
|
||||
// Substrings observed (or documented upstream) for each failure mode. Case
|
||||
// folded via matchesAny, so mixed-case engine messages still match.
|
||||
const OOM_PATTERNS = [
|
||||
"out of memory",
|
||||
"(oom)",
|
||||
"failed to allocate",
|
||||
"could not allocate",
|
||||
"allocation failed",
|
||||
"cannot enlarge memory",
|
||||
];
|
||||
|
||||
const DEVICE_LOST_PATTERNS = [
|
||||
"device was lost",
|
||||
"device lost",
|
||||
"device has been lost",
|
||||
"lost the gpu device",
|
||||
"gpudevicelostinfo",
|
||||
];
|
||||
|
||||
const NETWORK_PATTERNS = [
|
||||
"failed to fetch",
|
||||
"networkerror",
|
||||
"network connection was lost",
|
||||
"network request failed",
|
||||
"err_internet_disconnected",
|
||||
"err_network",
|
||||
"err_connection",
|
||||
"load failed", // Safari's fetch-failure message is literally "Load failed"
|
||||
];
|
||||
|
||||
/** Classify a raw thrown value into a `ClassifiedError` for display. */
|
||||
export function classifyError(raw: unknown, context: ClassifyContext = {}): ClassifiedError {
|
||||
const message = toMessage(raw);
|
||||
|
||||
if (context.stage === "decode") {
|
||||
return {
|
||||
kind: "unsupported-file",
|
||||
message,
|
||||
suggestion:
|
||||
"Try converting the file to a common format (WAV, MP3, M4A) or pick a different file.",
|
||||
retryable: false,
|
||||
};
|
||||
}
|
||||
|
||||
const trimmed = message.trim();
|
||||
if (matchesAny(message, OOM_PATTERNS) || (context.stage === "worker-crash" && trimmed.length === 0)) {
|
||||
return {
|
||||
kind: "out-of-memory",
|
||||
message: trimmed.length > 0 ? message : "The browser ran out of memory and had to stop.",
|
||||
suggestion:
|
||||
"Try a smaller model (Tiny, Base, or Small) — it needs far less memory to load and run.",
|
||||
retryable: false,
|
||||
};
|
||||
}
|
||||
|
||||
if (matchesAny(message, DEVICE_LOST_PATTERNS)) {
|
||||
return {
|
||||
kind: "device-lost",
|
||||
message,
|
||||
suggestion:
|
||||
"Your GPU driver reset or the browser lost its graphics context. Switch the Backend to WASM, or try again.",
|
||||
retryable: true,
|
||||
};
|
||||
}
|
||||
|
||||
if (matchesAny(message, NETWORK_PATTERNS) || context.offline) {
|
||||
return {
|
||||
kind: "network",
|
||||
message: context.offline ? "You appear to be offline. Check your connection and try again." : message,
|
||||
suggestion:
|
||||
context.stage === "load"
|
||||
? "Check your connection, then retry — the model download will restart."
|
||||
: "Check your connection and try again.",
|
||||
retryable: true,
|
||||
};
|
||||
}
|
||||
|
||||
return { kind: "generic", message, retryable: false };
|
||||
}
|
||||
@@ -0,0 +1,100 @@
|
||||
import { describe, test, expect } from "bun:test";
|
||||
import { classifyError } from "../src/lib/errors";
|
||||
|
||||
// Pure pattern-matching (M6 error taxonomy) — no browser needed.
|
||||
|
||||
describe("classifyError", () => {
|
||||
test("decode-stage failures are always unsupported-file, regardless of message", () => {
|
||||
const result = classifyError(new Error("Unable to decode audio data"), { stage: "decode" });
|
||||
expect(result.kind).toBe("unsupported-file");
|
||||
expect(result.retryable).toBe(false);
|
||||
expect(result.suggestion).toMatch(/different file|convert/i);
|
||||
});
|
||||
|
||||
test("recognizes out-of-memory messages", () => {
|
||||
for (const message of [
|
||||
"RuntimeError: Aborted(OOM)",
|
||||
"Cannot enlarge memory arrays to size 123456, (OOM)",
|
||||
"Failed to allocate memory for tensor",
|
||||
"could not allocate buffer",
|
||||
]) {
|
||||
const result = classifyError(new Error(message));
|
||||
expect(result.kind).toBe("out-of-memory");
|
||||
expect(result.retryable).toBe(false);
|
||||
expect(result.suggestion).toMatch(/smaller model/i);
|
||||
}
|
||||
});
|
||||
|
||||
test("a worker crash with an empty message is treated as out-of-memory (D-027)", () => {
|
||||
const result = classifyError(new Error(""), { stage: "worker-crash" });
|
||||
expect(result.kind).toBe("out-of-memory");
|
||||
expect(result.message.length).toBeGreaterThan(0);
|
||||
});
|
||||
|
||||
test("a worker crash with a real message is not assumed to be OOM", () => {
|
||||
const result = classifyError(new Error("TypeError: x is not a function"), {
|
||||
stage: "worker-crash",
|
||||
});
|
||||
expect(result.kind).toBe("generic");
|
||||
});
|
||||
|
||||
test("recognizes WebGPU device-lost messages", () => {
|
||||
for (const message of [
|
||||
"GPUDeviceLostInfo: device was lost",
|
||||
"WebGPU device was lost: reason=destroyed",
|
||||
"the GPU device has been lost",
|
||||
]) {
|
||||
const result = classifyError(new Error(message));
|
||||
expect(result.kind).toBe("device-lost");
|
||||
expect(result.retryable).toBe(true);
|
||||
expect(result.suggestion).toMatch(/backend|try again/i);
|
||||
}
|
||||
});
|
||||
|
||||
test("recognizes network failures", () => {
|
||||
for (const message of [
|
||||
"TypeError: Failed to fetch",
|
||||
"NetworkError when attempting to fetch resource.",
|
||||
"Load failed",
|
||||
]) {
|
||||
const result = classifyError(new Error(message), { stage: "load" });
|
||||
expect(result.kind).toBe("network");
|
||||
expect(result.retryable).toBe(true);
|
||||
}
|
||||
});
|
||||
|
||||
test("offline context forces a network classification with a clear message", () => {
|
||||
const result = classifyError(new Error("something obscure"), {
|
||||
stage: "load",
|
||||
offline: true,
|
||||
});
|
||||
expect(result.kind).toBe("network");
|
||||
expect(result.retryable).toBe(true);
|
||||
expect(result.message).toMatch(/offline/i);
|
||||
expect(result.suggestion).toMatch(/restart/i);
|
||||
});
|
||||
|
||||
test("load-stage network suggestion mentions the download restarting", () => {
|
||||
const result = classifyError(new Error("Failed to fetch"), { stage: "load" });
|
||||
expect(result.suggestion).toMatch(/restart/i);
|
||||
});
|
||||
|
||||
test("transcribe-stage network suggestion is stage-agnostic", () => {
|
||||
const result = classifyError(new Error("Failed to fetch"), { stage: "transcribe" });
|
||||
expect(result.suggestion).not.toMatch(/restart/i);
|
||||
});
|
||||
|
||||
test("falls back to a generic, non-retryable classification", () => {
|
||||
const result = classifyError(new Error("Something went wrong doing the thing"));
|
||||
expect(result).toEqual({
|
||||
kind: "generic",
|
||||
message: "Something went wrong doing the thing",
|
||||
retryable: false,
|
||||
});
|
||||
});
|
||||
|
||||
test("accepts non-Error raw values", () => {
|
||||
expect(classifyError("plain string failure").message).toBe("plain string failure");
|
||||
expect(classifyError(42).message).toBe("42");
|
||||
});
|
||||
});
|
||||
Reference in New Issue
Block a user