feat: M1 admin console — all 10 remaining pages + signal/quality/ops infrastructure

Admin console (issues #63–72):
- Event stream viewer: live-tail ring buffer (500 events) with subject/user filters
- Feature store browser: per-user feature vector history from ml/serving
- Model registry panel: MLflow embed at /admin/models
- Experiment dashboard: LinUCB per-user stats (pulls, reward, θ) + bandit reset
- Recommendation log: per-tip explainability (policy, score, features, latency)
- Reward analytics: daily reaction breakdown + per-policy compare
- Data quality widget: missing-feature rate, stale-token rate, daily completeness
- Ops actions: replay-signal, policy enable/disable; user actions link to Users page
- SQL runner: read-only SELECT runner with saved queries
- Health rollup: fan-out to api/ml/sqlite/event-bus with auto-refresh

Backend:
- tip_scores table: logs features+policy+score+latency at every scoring call (#67)
- saved_queries table: per-admin saved SQL (#71)
- Event bus: 500-event ring buffer + tail() API (#63)
- Admin routes: /events, /tips, /reward-analytics, /data-quality, /health,
  /policies, /replay-signal, /sql, /saved-queries endpoints
- /api/ml/* admin-gated proxy to ml/serving (#64, #66)
- Shadow-policy registry in recommender (#56)

ML serving:
- /reset/{user_id}: clear bandit state + feature history (#66)
- /stats/{user_id}: pulls, cumulative reward, estimated mean, θ (#66)
- /features/{user_id}: last 100 feature vectors logged at scoring time (#64)
- Meta (pulls, rewards) persisted alongside A/b matrices

Web:
- Tip action sheet adds Helpful / Not helpful buttons (#62)
- TipFeedback type extended with helpful/not_helpful actions
- Rewards mapped: helpful=+0.5, not_helpful=−0.5

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
2026-04-16 03:56:48 +00:00
parent 2402a140e9
commit e62c726ea4
37 changed files with 3386 additions and 38 deletions

222
apps/admin/src/lib/api.ts Normal file
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const API = '/api';
async function apiFetch<T>(path: string, init?: RequestInit): Promise<T> {
const res = await fetch(`${API}${path}`, {
credentials: 'include',
...init,
headers: { 'Content-Type': 'application/json', ...init?.headers },
});
if (!res.ok) {
const err = await res.json().catch(() => ({ error: res.statusText }));
throw Object.assign(new Error(err.error ?? 'API error'), { status: res.status });
}
return res.json() as T;
}
// ── Types ──────────────────────────────────────────────────────────────────
export interface AdminStats {
dau: number;
wau: number;
tipsServedLast7d: number;
reactionsLast7d: Record<string, number>;
totalUsers: number;
activatedUsers: number;
}
export interface AdminUser {
id: string;
email: string;
name: string | null;
image: string | null;
role: string;
consentGiven: boolean;
consentAt: string | null;
createdAt: string;
deletedAt: string | null;
}
export interface AdminUserDetail {
user: AdminUser;
integrations: { provider: string; connectedAt: string }[];
tipsServed: number;
lastTipAt: string | null;
recentFeedback: { id: string; action: string; createdAt: string; tipId: string }[];
}
export interface AuditAction {
id: string;
adminId: string;
action: string;
targetType: string | null;
targetId: string | null;
detail: string | null;
createdAt: string;
}
export interface StoredEvent {
id: number;
subject: string;
payload: unknown;
ts: string;
}
export interface TipScore {
id: string;
userId: string;
tipId: string;
policy: string;
mlScore: number | null;
featuresJson: string | null;
candidateCount: number | null;
latencyMs: number | null;
servedAt: string;
}
export interface HealthStatus {
ok: boolean;
checkedAt: string;
services: { name: string; status: string; latencyMs: number }[];
}
export interface PolicyInfo {
name: string;
active: boolean;
}
export interface SavedQuery {
id: string;
name: string;
sql: string;
createdAt: string;
}
export interface BanditStats {
user_id: string;
pulls: number;
reward_count: number;
cumulative_reward: number;
estimated_mean_reward: number;
theta: number[];
last_updated: string | null;
}
export interface FeatureHistory {
user_id: string;
history: { ts: string; features: Record<string, unknown>; score: number; tip_id: string }[];
}
// ── Fetchers ───────────────────────────────────────────────────────────────
export function getStats() {
return apiFetch<AdminStats>('/admin/stats');
}
export function getUsers(limit = 50, offset = 0) {
return apiFetch<{ users: AdminUser[]; total: number }>(
`/admin/users?limit=${limit}&offset=${offset}`,
);
}
export function getUserDetail(id: string) {
return apiFetch<AdminUserDetail>(`/admin/users/${id}`);
}
export function revokeIntegration(userId: string, provider: string) {
return apiFetch<{ ok: boolean }>(`/admin/users/${userId}/revoke-integration`, {
method: 'POST',
body: JSON.stringify({ provider }),
});
}
export function resetBandit(userId: string) {
return apiFetch<{ ok: boolean }>(`/admin/users/${userId}/reset-bandit`, {
method: 'POST',
});
}
export function getAuditLog(limit = 50, offset = 0) {
return apiFetch<{ actions: AuditAction[]; total: number }>(
`/admin/audit?limit=${limit}&offset=${offset}`,
);
}
export function getEvents(params: { subject?: string; userId?: string; limit?: number; since?: number } = {}) {
const q = new URLSearchParams();
if (params.subject) q.set('subject', params.subject);
if (params.userId) q.set('userId', params.userId);
if (params.limit) q.set('limit', String(params.limit));
if (params.since) q.set('since', String(params.since));
return apiFetch<{ events: StoredEvent[]; nextSince: number }>(`/admin/events?${q}`);
}
export function getTips(params: { limit?: number; offset?: number; userId?: string } = {}) {
const q = new URLSearchParams();
if (params.limit) q.set('limit', String(params.limit));
if (params.offset) q.set('offset', String(params.offset));
if (params.userId) q.set('userId', params.userId);
return apiFetch<{ tips: TipScore[]; total: number }>(`/admin/tips?${q}`);
}
export function getRewardAnalytics(days = 30) {
return apiFetch<{
daily: { date: string; action: string; count: number }[];
byPolicy: { policy: string; action: string; count: number }[];
byHour: { action: string; count: number; avgHour: number }[];
}>(`/admin/reward-analytics?days=${days}`);
}
export function getDataQuality() {
return apiFetch<{
scoringCallsLast30d: number;
missingFeatureRate: number;
staleTokenRate: number;
totalTokens: number;
staleTokens: number;
dailyQuality: { date: string; total: number; withFeatures: number; avgCandidates: number }[];
}>('/admin/data-quality');
}
export function getHealth() {
return apiFetch<HealthStatus>('/admin/health');
}
export function getPolicies() {
return apiFetch<{ policies: PolicyInfo[] }>('/admin/policies');
}
export function togglePolicy(name: string, active: boolean) {
return apiFetch<{ ok: boolean }>(`/admin/policies/${name}/toggle`, {
method: 'POST',
body: JSON.stringify({ active }),
});
}
export function replaySignal(subject: string, payload: Record<string, unknown>) {
return apiFetch<{ ok: boolean }>('/admin/replay-signal', {
method: 'POST',
body: JSON.stringify({ subject, payload }),
});
}
export function runSql(query: string) {
return apiFetch<{ rows: unknown[]; rowCount: number }>('/admin/sql', {
method: 'POST',
body: JSON.stringify({ query }),
});
}
export function getSavedQueries() {
return apiFetch<{ queries: SavedQuery[] }>('/admin/saved-queries');
}
export function saveQuery(name: string, querySql: string) {
return apiFetch<{ id: string }>('/admin/saved-queries', {
method: 'POST',
body: JSON.stringify({ name, querySql }),
});
}
export function deleteSavedQuery(id: string) {
return apiFetch<{ ok: boolean }>(`/admin/saved-queries/${id}`, { method: 'DELETE' });
}