# CLAUDE.md — frontend

Angular 21 SPA. Multi-tenant dashboard with a lazy-loaded `src.palm.vision` sub-app for MPOB-standard palm oil fruit bunch (FFB) ripeness detection. Three inference engines: browser ONNX WASM, browser TFLite WASM, and NestJS remote (WebSocket).

## Commands

```bash
npm start                   # Dev server at 0.0.0.0:4200
npm run build               # Production build → dist/fisapp-ui
npm run build:dev           # Dev build → dist/dev
npm run build:prod          # Prod build → dist/rc
npm run build:leave:prod    # Leave-module variant
npm run build:quot:prod     # Quotation variant
npm run build:maf:quot:prod # MAF quotation variant
npm run test                # Karma + Jasmine
npm run clean               # Clear Angular + npm caches
```

## Architecture

### Application Shell (`src/app/`)

- **`app.config.ts`** — `ApplicationConfig`: bootstraps NGXS root store (`withNgxsStoragePlugin({keys:'*'})`, `withNgxsReduxDevtoolsPlugin`), Angular Router (hash location, `onSameUrlNavigation:'reload'`), HTTP client, service worker (registered immediately).
- **`app.routes.ts`** — Root routes: `dashboard`, `auth`, `leave`, `tender`, `src.palm.vision` (all lazy-loaded except dashboard).
- **`app.component.ts`** — Root component: 30-minute session timeout, PWA install prompt, theme management (light/dark + blue/pink), multi-language (en_US, ms_MY, zh_Hans), maintenance mode alert.

### PalmVision Sub-App (`src/src.palm.vision/`)

Lazy-loaded at `/src.palm.vision`. Provides its own NGXS `VisionState` via `provideStates([VisionState])` in the feature module.

**Sub-routes:**

| Path | Component | Purpose |
|---|---|---|
| `analyzer` (default) | `AnalyzerComponent` | Inference UI — file/camera input, bounding box canvas |
| `vault` | `HistoryComponent` | Batch history vault with canvas thumbnails |
| `chat` | `ChatbotComponent` | Industrial Intelligence Portal (n8n chat proxy) |

#### Services (`src/src.palm.vision/services/`)

**`InferenceService`** — Local WASM inference:
- `analyze(file, batchId?, mode)` → `Observable<InferenceFrame>` — preprocesses image → posts tensor to Web Worker → emits result
- `preprocessImage(dataUrl)` — resizes to 640×640 on canvas, converts RGBA→CHW, normalizes `[0.0, 1.0]` → `Float32Array [1, 3, 640, 640]`
- `results$: Subject<InferenceFrame>` — hot stream of all completed frames
- `queueDepth$: BehaviorSubject<number>` — pending worker frame count
- `pendingMap: Map<string, fn>` — in-memory frameId → observer resolver

**`RemoteInferenceService`** — WebSocket bridge to NestJS backend:
- `analyze(file, sourceLabel?, batchId?)` → `Observable<InferenceFrame>` — sends `PalmVision:analyze` via FIS envelope
- `getHistory()` → `Observable<any[]>` — `History:getAll`
- `deleteRecord(archiveId)` → `Observable<{ deleted: boolean }>` — `History:delete`
- `clearHistory()` → `Observable<{ deleted: number }>` — `History:clearAll`
- `getImage(archiveId)` → `Observable<{ archiveId, image_data }>` — `PalmHistory:GetImage`
- `saveExternalResult(payload)` → `Observable<any>` — `PalmHistory:SaveExternalResult`

All calls are wrapped in the FIS envelope and routed via `DpService.stream()`.

Connection config loaded from `src/src.palm.vision/config/config.json`:
```json
{ "connection": { "uacp": "http://localhost:3000", "uacp_ws": "ws://localhost:3000/socket.io", "uacpEmulation": "on" } }
```

#### State (`src/src.palm.vision/store/`)

**`VisionStateModel`:**
```typescript
{
  items: any[];                        // History records from server
  loading: boolean;
  expandedBatchIds: string[];          // Expanded accordion groups
  currentInference: InferenceFrame | null;
  batchFrames: InferenceFrame[];       // Current batch results
  selectedFrameIndex: number | null;
}
```

**Selectors:** `VisionState.items`, `VisionState.loading`, `VisionState.expandedBatchIds`, `VisionState.currentInference`

**Actions (`vision.actions.ts`):**

| Action | Payload | Effect |
|---|---|---|
| `SubmitBatchAnalysis` | `{ files: File[]; mode: 'local-onnx' \| 'local-tflite' \| 'remote' }` | Run batch inference; local results persisted via `saveExternalResult` before vault display |
| `ToggleBatchGroup` | `{ batchId: string }` | Expand/collapse history accordion |
| `LoadGroupImages` | `{ batchId: string }` | Lazy-load archived images for a batch |
| `LoadHistory` | — | Fetch last 50 records from SQLite |
| `DeleteHistoryRecord` | `{ id: string }` | Delete record + disk image |
| `ClearAllHistory` | — | Wipe all records |

**Key `submitBatchAnalysis` behaviour:** generates a shared `batchId = UUID`, fans out per-file streams via `merge()`, collects via `toArray()`, then dispatches `LoadHistory`. In `local-onnx`/`local-tflite` mode each frame is first persisted to the backend via `saveExternalResult()` (with `timeout(5000)` + `catchError` fallback) before being committed to the batch.

#### Components

**`AnalyzerComponent`** — Three-mode inference UI:
- Engine selector: `local-onnx` (ONNX WASM), `local-tflite` (TFLite WASM), `remote` (NestJS server)
- Input: drag-and-drop file zone or live webcam (`getUserMedia`, environment-facing, 640×640)
- Batch carousel: prev/next navigation across `batchFrames`
- Canvas overlay via `renderPredictionsWithBoxes(frame)` — uses `norm_box` normalized coords preferentially, falls back to `box` pixel coords
- MPOB color palette: `Ripe #4caf50`, `Unripe #ff9800`, `Underripe #ffeb3b`, `Overripe #9c27b0`, `Abnormal #f44336`, `Empty_Bunch #607d8b`

**`HistoryComponent`** — Batch vault:
- Groups `items` by `batch_id` into `BatchGroup[]` via `combineLatest([items$, expandedBatchIds$])`
- `@ViewChildren('thumbCanvas')` — canvas thumbnails rendered via `renderThumbnailWithBoxes()` using `norm_box` coordinates
- `paintAllVisibleCanvases()` with `setTimeout(0)` deferral; `data-archive-id` attribute maps canvas elements to data items
- Mode badge variants: `ONNX`, `TFLite`, `Server`

**`ChatbotComponent`** — Thin wrapper around `angularlib/chat/chat.component` with title "Industrial Intelligence Portal".

#### Web Worker (`src/src.palm.vision/workers/inference.worker.ts`)

Receives `{ frameId, batchId, imageDataUrl, tensor: ArrayBuffer (transferred), processingStart, mode }`.

- **ONNX path (`local-onnx`):** Loads ONNX session once from `/assets/models/onnx/best.onnx`; runs via `onnxruntime-web`; output shape `[1, N, 6]` (`x, y, x, y, conf, classIdx`); filters at confidence ≥ 0.25.
- **TFLite path (`local-tflite`):** Dynamically imports `/assets/tflite-wasm/tflite_web_api_client.js`; initializes `TFLiteWebModelRunner` for `/assets/models/tflite/best_float16.tflite`; converts CHW→HWC before upload; model includes internal NMS; output `[1, 300, 6]`; filters at confidence ≥ 0.20; maps `[ymin, xmin, ymax, xmax]` → `[nx1, ny1, nx2, ny2]`.

Returns `InferenceFrame`-shaped `postMessage` correlated by `frameId`.

### Key Interfaces

```typescript
interface DetectionResult {
  bunch_id: number;
  class: string;              // MPOB class name
  confidence: number;         // [0, 1]
  is_health_alert: boolean;   // true if Abnormal | Empty_Bunch
  box: [x1, y1, x2, y2];     // absolute pixel coords
  norm_box?: [nx1, ny1, nx2, ny2]; // normalized [0,1] coords
}

interface InferenceFrame {
  frameId: string;
  batchId?: string;
  imageDataUrl: string;
  detections: DetectionResult[];
  inference_ms: number;
  processing_ms: number;
  total_count: number;
  industrial_summary: Record<string, number>;
  source: 'wasm-local' | 'remote' | 'n8n';
}
```

### Shared In-Source Dependencies (`src/dependencies/`)

| Alias | Path | Contents |
|---|---|---|
| `angularlib/*` | `src/dependencies/angularlib/` | UI components (forms, dialogs, chat), auth, `UIState`, `ChatState` |
| `dp-ui/*` | `src/dependencies/dp-ui/` | `DpService`, `NgxSocketService`, `DPState`, FIS message models |
| `fis/*` | `src/dependencies/fis/` | Domain modules (leave, tender, approval), `MetadataState` |
| `fis-commons/*` | `src/dependencies/fis-commons/` | CDN-hosted shared utilities |

### Models & WASM Assets

- `src/assets/models/onnx/best.onnx` — YOLOv8 ONNX model for browser ONNX WASM inference
- `src/assets/models/tflite/best_float16.tflite` — TFLite model (loaded by worker in `local-tflite` mode)
- `src/assets/wasm/` — ONNX Runtime Web JS + WASM bundles
- `src/assets/tflite-wasm/` — TensorFlow Lite WASM runtime (`tflite_web_api_client.js` + WASM)

### Multi-Build Strategy

`angular.json` defines four production configurations that swap menu and assets via `fileReplacements`:

| Config | Output | Swaps |
|---|---|---|
| `production` | `dist/rc` | — |
| `leave-prod` | `dist/leave` | `menu.ts → menu.leave.ts`, leave assets |
| `quotation-prod` | `dist/quotation` | `menu.ts → menu.quotation.ts`, quotation assets |
| `maf-quot-prod` | `dist/maf/quotation` | MAF quotation assets |

Development build uses a mock socket service (`dp.service.t.ts`) for offline development.

### PWA

Service worker registered immediately (`registerImmediately`) via `ngsw-config.json`. PWA install prompt handled in `AppComponent` (mobile platforms only). Three language packs: `en_US`, `ms_MY`, `zh_Hans`.

### CORS / Connection

Frontend connects to NestJS backend at `https://localhost:3000` (configurable via `src/config/config.json`). Backend CORS whitelist is hardcoded in `server-desktop/src/main.ts` and `server-android/src/main.ts` — add new device IPs there.
