ML serving: - LinUCB contextual bandit (disjoint, d=5 features: hour_sin/cos, is_overdue, task_age, priority) - /score endpoint replaces stub random; /reward endpoint for online learning - Per-user model state persisted to disk as JSON (survives restarts) - venv at ml/serving/.venv; start with pnpm dev from ml/serving Recommender: - Todoist fetch now extracts features (is_overdue, task_age_days, priority) - RemotePolicy calls ml/serving with 3s timeout; falls back to RandomPolicy - Reward sent to /reward on feedback (done=+1, snooze=0, dismiss=-1) Web Push: - VAPID keys in config; push_subscriptions table in DB - POST/DELETE /api/push/subscribe; GET /api/push/vapid-public-key - Service worker (public/sw.js): push → showNotification, notificationclick → focus/open - "notify me" button on tip page; registers SW + subscribes on permission grant Event bus: - services/api/src/events/bus.ts: typed EventEmitter wrapper - Subjects: signals.tip.served, signals.tip.feedback, signals.task.synced - Same publish/subscribe API NATS JetStream will implement — swap is mechanical Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
26 lines
753 B
JavaScript
26 lines
753 B
JavaScript
self.addEventListener('push', (event) => {
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const data = event.data?.json() ?? {};
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event.waitUntil(
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self.registration.showNotification(data.title ?? 'oO', {
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body: data.body ?? '',
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icon: '/icon-192.png',
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badge: '/icon-192.png',
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data: { url: data.url ?? '/tip' },
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})
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);
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});
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self.addEventListener('notificationclick', (event) => {
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event.notification.close();
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event.waitUntil(
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clients.matchAll({ type: 'window', includeUncontrolled: true }).then((list) => {
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for (const client of list) {
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if (client.url.includes(self.location.origin) && 'focus' in client) {
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return client.focus();
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}
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}
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return clients.openWindow(event.notification.data?.url ?? '/tip');
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})
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);
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});
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