# Architecture > How Lila is structured, how data flows, and why the boundaries are where they are. --- ## Monorepo Layout ``` lila/ ├── apps/ │ ├── api/ — Express backend (HTTP + WebSocket) │ └── web/ — React frontend (Vite, TanStack Router) ├── packages/ │ ├── shared/ — Zod schemas + constants (API/web contract) │ └── db/ — Drizzle schema, migrations, models, seeding ├── data-pipeline/ — Gemini generation → SQLite staging → PostgreSQL ├── documentation/ — Project docs ├── Caddyfile — Reverse proxy routing ├── docker-compose.yml — Local dev stack └── pnpm-workspace.yaml — Workspace definition ``` **Package boundaries:** | Package | Owns | Consumed by | | ----------------- | ----------------------------------------------------------------- | ------------------------------------- | | `packages/shared` | Zod schemas, constants, derived TypeScript types | `apps/api`, `apps/web`, `packages/db` | | `packages/db` | Drizzle schema, DB connection, all model/query functions | `apps/api` | | `apps/api` | Router, controllers, services, error handling, WebSocket handlers | — | | `apps/web` | React components, routes, client-side state | — | **Rule:** `apps/api` never imports `drizzle-orm` for queries. It only calls functions exported from `packages/db`. --- ## Layered Architecture (HTTP) ``` HTTP Request ↓ Router — maps URL + HTTP method to a controller ↓ Controller — handles HTTP only: validates input (Zod safeParse), calls service, sends response or next(error) ↓ Service — business logic only: no HTTP, no direct DB access ↓ Model — database queries only: no business logic ↓ Database — PostgreSQL via Drizzle ORM ``` **The rule:** each layer only talks to the layer directly below it. - **Controller** never touches the database. - **Service** never reads `req.body`. - **Model** never knows what a quiz is. ### Error Flow ``` Controller throws ValidationError (400) or calls next(error) ↓ Central errorHandler middleware in app.ts ↓ Maps AppError subclasses to HTTP status codes ↓ Unknown errors → 500 ``` --- ## WebSocket Architecture The WebSocket server is attached to the same Express HTTP server. It upgrades connections on the `/ws` path. ``` WS Connection Upgrade ↓ Auth middleware — validates Better Auth session from cookie ↓ Message Router — dispatches by `type` field (Zod discriminated union) ↓ Handler (lobby or game) — business logic, broadcasts state ↓ In-memory stores (lobby game state, game session state) ``` **Message protocol:** All WebSocket messages are validated against Zod schemas defined in `packages/shared/src/schemas/lobby.ts` and `packages/shared/src/schemas/game.ts`. The `type` field is a discriminated union — the router switches on it and validates the payload against the corresponding schema. **State storage:** - **Lobby membership** — stored in PostgreSQL (`lobbies`, `lobby_players` tables) for durability - **Game/room state** — stored in-memory (`InMemoryLobbyGameStore`, `InMemoryGameSessionStore`). Valkey migration is planned. --- ## Database Schema (Core) **Concept:** Vocabulary is stored per word sense, with translations attached to a sense rather than to a bare headword. Adding a new language requires no schema changes — only new rows. ### Core Tables The database currently holds **two** vocabulary schemas — the app reads the first, the new pipeline writes the second. | Table | Purpose | | -------------------- | -------------------------------------------------------------------------------------------- | | `vocabulary_entries` | **Live.** One row per word sense: `headword`, `language_code`, `pos`, `sense_index`, `gloss` | | `entry_translations` | **Live.** Per-entry translation: `entry_id` (FK), `target_language_code`, `translation` | | `words` | **Target.** `headword`, `language_code`, `pos` | | `senses` | **Target.** `word_id` (FK), `sense_index`, `difficulty`, `definitions[]`, `examples[]` | | `translations` | **Target.** `sense_id` (FK), `target_language_code`, `translation`, `gender`, `difficulty` | The target tables are migrated but empty. `packages/db/src/models/termModel.ts` still queries the live pair; roadmap Phase 5 rewrites it. Full column-level detail: `ai-context/02-data-model.md`. ### Auth Tables (managed by Better Auth) | Table | Purpose | | -------------- | --------------------------------------------------------------------------------- | | `user` | Account: `id`, `name`, `email`, `image` | | `session` | Active sessions: `id`, `user_id`, `token`, `expires_at` | | `account` | Social provider links: `user_id`, `provider` (google/github), `providerAccountId` | | `verification` | Email verification tokens (unused for social-only auth) | **Key constraints:** - `language_code` is CHECK-constrained against `SUPPORTED_LANGUAGE_CODES` (`en`, `it`, `de`, `es`, `fr`) - `pos` is CHECK-constrained against `SUPPORTED_POS` (`noun`, `verb`, `adjective`, `adverb`) - `difficulty` is CHECK-constrained against `DIFFICULTY_LEVELS` (`easy`, `medium`, `hard`) - `translations.gender` is nullable with CHECK against `NOUN_GENDERS` - `translations` has UNIQUE `(sense_id, target_language_code, translation)` — allows synonyms, prevents exact duplicates --- ## Data Flow: Quiz Session ### Singleplayer ``` User clicks "Start Quiz" ↓ POST /api/v1/game/start (GameRequestSchema: source_lang, target_lang, pos, difficulty, rounds) ↓ gameController.validate → gameService.createGameSession ↓ termModel.getGameTerms(filters) + termModel.getDistractors(filters) ↓ Service shuffles options, stores session in GameSessionStore ↓ Returns GameSession { sessionId, questions[] } — correct answer NEVER sent to frontend ↓ User answers → POST /api/v1/game/answer (AnswerSubmissionSchema) ↓ Service evaluates server-side, returns AnswerResult { isCorrect, correctOptionId, selectedOptionId } ``` ### Multiplayer ``` Host creates lobby → POST /api/v1/lobbies → returns room code ↓ Players join via code → POST /api/v1/lobbies/:code/join ↓ All players connect WebSocket → send lobby:join with room code ↓ Server broadcasts lobby:state (player list) to all connections in room ↓ Host clicks "Start" → WS lobby:start ↓ Server generates questions via MultiplayerGameService, broadcasts game:question ↓ Players submit answers via WS game:answer within 15s server timer ↓ On all-answered or timeout → evaluate, broadcast game:answer_result ↓ After N rounds → broadcast game:finished with final scores ``` --- ## The `packages/shared` Contract `packages/shared` is the **single source of truth** for all data shapes crossing the API boundary. **What lives here:** - `constants.ts` — `SUPPORTED_LANGUAGE_CODES`, `SUPPORTED_POS`, `DIFFICULTY_LEVELS`, `CEFR_LEVELS`, `GAME_ROUNDS` - `schemas/game.ts` — `GameRequestSchema`, `GameSessionSchema`, `GameQuestionSchema`, `AnswerOptionSchema`, `AnswerSubmissionSchema`, `AnswerResultSchema` - `schemas/lobby.ts` — `LobbyCreateSchema`, `LobbyJoinSchema`, `LobbyStateSchema`, `WebSocketMessageSchema` (discriminated union) - `schemas/auth.ts` — Auth-related shared types **Why this matters:** If the shape changes, TypeScript compilation fails in both `apps/api` and `apps/web` simultaneously. Silent drift is impossible. --- ## GameSessionStore Abstraction The service layer stores session state through an interface, not a concrete implementation: ```typescript interface GameSessionStore { createSession(session: GameSession): Promise; getSession(sessionId: string): Promise; // ... } ``` **Current:** `InMemoryGameSessionStore` — Map-based, lives in `apps/api` process memory. Lost on restart. **Planned:** `ValkeyGameSessionStore` — Redis-compatible, persists across restarts, enables horizontal scaling. The same pattern applies to `LobbyGameStore` (lobby state). --- ## Key Design Decisions (Quick Reference) | Decision | Where it's explained | | --------------------------------- | ----------------------------- | | Why Drizzle over Prisma | `DECISIONS.md` → ORM | | Why `ws` over Socket.io | `DECISIONS.md` → WebSocket | | Why server-side answer evaluation | `DECISIONS.md` → Architecture | | Why Better Auth over Keycloak | `DECISIONS.md` → Auth | | Why the sense-based schema | `pipeline/design-doc.md` → §3 | | Why Caddy over Nginx/Traefik | `DECISIONS.md` → Deployment | --- ## Further Reading - [DATA_PIPELINE.md](DATA_PIPELINE.md) — How vocabulary data is generated and gets into PostgreSQL - [pipeline/design-doc.md](pipeline/design-doc.md) — Schema design, difficulty model, Gemini output contract - [pipeline/roadmap.md](pipeline/roadmap.md) — Phase plan for the pipeline and schema migration - [DEPLOYMENT.md](DEPLOYMENT.md) — Production infrastructure and ops - [design/GAME_MODES.md](design/GAME_MODES.md) — Planned multiplayer modes