tts-voice-creator-clone-and.../docs/ARCHITECTURE.md

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# Architecture & optimization notes
## Current shape
- **Backend**: FastAPI, modular — `server.py` (app + middleware) → `routes/*.py` (admin, tts, library, sources, stt, conversation, docker, settings) → `core/*.py` (audio, voice, config, validation, tts_helpers, …).
- **Provider status**: TTS/STT discovery responses expose `configured` independently from `available`/`health`, with only bounded probe endpoint, HTTP status, and sanitized error details returned to the UI.
- **Frontend**: feature code is split into manifest-driven lazy modules in `static/js/*.js`, loaded in order by `static/loader.js`.
Sections are HTML fragments in `static/sections/*.html` fetched at runtime. Legacy modules still communicate through
compatibility globals (`window._voices`, `$`, `escHtml`, `toast`, `saveMeta`, `loadVoiceLibrary`, …), while extracted
public APIs are published under `window.TTVC`.
## Already optimised
- **GZip** responses (`server.py`) — ~75% smaller text transfer.
- **Static caching** middleware (immutable for versioned JS/CSS).
- **Native virtualization**: `content-visibility:auto` on long-list rows (voice library, online cards, cast cards).
- **Lazy images** (`loading="lazy" decoding="async"`) across all big lists.
- **Rehearser memory cap**: decoded PCM is kept to a sliding window (`REH_DECODE_WINDOW`) around the playhead.
- **AudioContext** instances are closed (iOS limit).
- **PWA**: `manifest.webmanifest` + network-first `sw.js` (served from root for `/` scope), installable, offline shell.
- **Concurrency pool** (`runPool` in `utils.js`) for bulk network ops.
- **Smoke tests**: Playwright (`tests/`, desktop + iPhone profiles).
## Build tooling (opt-in) — DONE
`npm run minify` → `scripts/minify.mjs` concatenates the feature modules **in loader order** into `static/dist/main.min.js` and minifies whitespace/syntax only (**identifiers kept** — inline HTML `onclick="navTo(...)"` and cross-file refs rely on global names). `loader.js` loads this single bundle when `window.APP_USE_BUNDLE === true` (or `?bundle=1`), else falls back to per-file loading — so editing `static/js/*` stays live by default. Verified end-to-end by `tests/bundle.spec.js`. Rebuild the bundle after JS edits if you ship with it enabled.
## Staged migration plan (the two big refactors — do incrementally, behind the smoke tests)
### 1. Decouple globals → ES modules
The global scope + monkey-patching is the root cause of the recurring "wiring/timing" bugs (controls bound before the section mounts, etc.). Migrate **one file at a time**:
1. Add `"type": "module"` loading path; keep a compat shim that re-exposes the few cross-module symbols on `window` during transition.
2. Convert leaf modules first (pure Rehearser/Audiobook helpers are now privately scoped), exporting explicitly and importing where used.
3. Replace the `renderVoiceList` monkey-patch with a normal function + an `onRender` hook.
4. Switch `loader.js` to a single `<script type="module">` entry that imports the graph; `esbuild --bundle` then produces one minified, tree-shaken file.
### 2. Split `rehearser.js` (was 196 KB) — RESPONSIBILITY SPLIT COMPLETE
Done incrementally as global-scope ordered files (no ES-module change needed) — each loaded before `rehearser.js` in `loader.js` + added to the bundle list in `scripts/minify.mjs`, verified by `tests/rehearser.spec.js` (parse → cast) and the smoke suite:
- ✅ `rehearser-parse.js` — `parseScript`, `detectCharacters` (pure; only call-time `SPEAKER_COLORS`).
- ✅ `rehearser-cast.js` — `renderCastList`, sort/filter, online voice picker, and character research.
- ✅ `rehearser-stage.js` — stage font/cast sidebar controls and cast-strip rendering.
- ✅ `rehearser-playback.js` — WebAudio playback, transport state, bounded decoded-audio prefetch, and persistent line-audio cache/synthesis controls.
- ✅ `rehearser-io.js` — rehearsal serialization, library save/load, autosave, session/file export, and screenplay/PDF imports.
- ✅ `rehearser-recording.js` — microphone recording overlay, level meter, and recorded-line controls.
- ✅ `rehearser-training-ui.js` — training-mode state, cue playback, transcription, recording, and phase controls.
- ✅ `rehearser-voice-picker.js` — voice preview state, local matching, fish.audio search/import, and candidate assignment; DOM event registration remains in `rehearser-cast.js`.
- ✅ `rehearser-cast.js` — cast view, full cast-card rendering, sort/filter state handlers, and delegated cast toolbar wiring.
- ✅ `rehearser-voice-design.js` — character development, backend selection, and backend-refresh synchronization.
- ✅ `audiobook-segmentation.js` — quote segmentation, conservative turn-taking, and dialogue-piece validation.
- ✅ `audiobook-parse.js` — dialogue detection, dehyphenation, and speaker-heuristic constants.
- ✅ `audiobook-cast.js` — cast Markdown export, legacy page-stamping migration, deterministic speaker/sentence/duplicate/alias normalization helpers, and the live cast-view renderer.
- ✅ `audiobook-pipeline.js` — LLM casting, unknown-speaker recast, automatic repair, and cast-view orchestration.
- ✅ `audiobook-preview-export.js` — editable cast preview, Rehearser handoff, chapter-aware export, and export browsing.
- ✅ Stateful Audiobook modules use private scopes with explicit legacy exports; their public APIs are namespace-tested.
- ✅ Rehearser playback uses a private scope with explicit transport/cache compatibility exports and a namespace-tested API.
- ✅ Rehearser I/O uses a private scope with explicit serialization/library/import compatibility exports.
- ✅ Rehearser recording uses a private scope with explicit microphone/overlay compatibility exports.
- ✅ Rehearser core uses a private scope with explicit state, pagination, and cast-management compatibility exports.
- ✅ Audiobook core uses a private scope with explicit reader-side state and handoff compatibility exports.
- ✅ Reader uses a private scope with explicit document, playback, and search compatibility exports.
- ✅ Rehearser library persistence uses a private scope with explicit SQLite/IndexedDB compatibility exports.
- ✅ `static/css/resource-diagnostics.css` — isolated Performance/resource diagnostic panel styles.
- ✅ `static/css/background-jobs.css` — isolated background-job history and retry-panel styles.
- ✅ `static/css/voice-design.css` — isolated Voice Design form, samples, and preview-match styles.
- ✅ `static/css/rehearser.css` — isolated Rehearser modal, cast, stage, training, bookshelf, and script-view styles.
- ✅ `static/css/audiobook.css` — isolated Reader/Audiobook controls, casting feed, page layout, character overlays, and review styles.
- ✅ `rehearser-train.js` — transcript normalization, LCS comparison, and word-level training feedback; microphone/state wiring remains in `rehearser.js`.
- ✅ `rehearser-library.js` — SQLite persistence helpers and IndexedDB migration; library rendering remains ordered with
the main module because it owns the phase UI.
**Pattern (proven):** extract a cohesive block whose only cross-file references resolve at *call time* (event handlers), not at module load. Top-level `const rehState` and top-level `addEventListener` registrations must stay ordered — extract those last and load them after their dependencies. Re-run `npx playwright test` after each extraction.
## Remaining recommendations
- Complete the eventual ES-module/global-compatibility migration one leaf at a time; current behavior intentionally keeps
legacy globals available while the `window.TTVC` surface is adopted.
- Complete the eventual ES-module/global-compatibility migration one leaf at a time; current behavior intentionally keeps
legacy globals available while the `window.TTVC` surface is adopted.
- Replace remaining silent `.catch(() => {})` with `logErr(context, e)` (helper added in `utils.js`).
- Full a11y sweep (icon-button `aria-label`s, focus traps, keyboard nav in `createSearchablePicker`) — run the `web-design-guidelines` review.
- If ever exposed beyond localhost: add an auth token + rate limiting (SSRF is already guarded in `core/validation.py`).