feat: add analytics hooks and routes for moderation statistics
- Implemented `useAnalytics` hook for fetching and managing analytics data. - Created `analyticsStore.ts` to handle database queries for hourly stats, topic trends, user leaderboard, and moderation stats. - Added Express routes for analytics endpoints including overview, hourly stats, topic trends, user leaderboard, moderation stats, and top violators. - Introduced a utility function `filterHits` for filtering specific terms in text.
This commit is contained in:
MythEclipse
@@ -0,0 +1,591 @@
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import { and, asc, desc, eq, gte, isNull, or, type SQL } from "drizzle-orm";
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import { getDatabase } from "../database/drizzle.js";
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import { messagesTable } from "../database/schema.js";
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import { createChildLogger } from "../logger.js";
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import type { MessageRecord } from "./types.js";
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const logger = createChildLogger("analytics-store");
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// ── DB helper ──────────────────────────────────────────────────────────
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function db() {
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return getDatabase() as {
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select(fields?: Record<string, unknown>): {
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from(table: unknown): {
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where(cond: SQL | undefined): {
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orderBy(...cols: unknown[]): {
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limit(n: number): Promise<unknown[]>;
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} & Promise<unknown[]>;
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groupBy(...cols: unknown[]): Promise<unknown[]>;
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} & Promise<unknown[]>;
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limit(n: number): Promise<unknown[]>;
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} & Promise<unknown[]>;
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};
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};
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}
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// ── Shared condition helper ────────────────────────────────────────────
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function channelFilter(channelId: string): SQL {
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return or(
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eq(messagesTable.channel_id, channelId),
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eq(messagesTable.thread_id, channelId),
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) as SQL;
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}
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// ── Types ──────────────────────────────────────────────────────────────
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export interface HourlyBucket {
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hour: string;
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count: number;
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clean: number;
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warned: number;
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flagged: number;
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error: number;
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}
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export interface TopicTrend {
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topic: string;
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count: number;
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score: number;
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}
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export interface UserStat {
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user_id: string;
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username: string;
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avatar_url: string | null;
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message_count: number;
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edited_count: number;
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deleted_count: number;
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flagged_count: number;
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last_active: number;
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}
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export interface ModerationBreakdown {
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total: number;
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clean: number;
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warned: number;
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flagged: number;
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error: number;
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pending: number;
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average_score: number;
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}
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export interface AnalyticsOverview {
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period: { start: number; end: number };
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messages: ModerationBreakdown;
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hourly: HourlyBucket[];
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topics: TopicTrend[];
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top_users: UserStat[];
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active_users_count: number;
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total_channels: number;
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}
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// ── Hourly Message Stats ───────────────────────────────────────────────
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export async function getHourlyStats(input: {
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guildId: string;
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channelId?: string;
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hours?: number;
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}): Promise<HourlyBucket[]> {
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try {
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const { guildId, channelId, hours = 24 } = input;
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const since = Date.now() - hours * 3600_000;
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const database = db();
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const conditions: SQL[] = [
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eq(messagesTable.guild_id, guildId),
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gte(messagesTable.created_at, since),
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isNull(messagesTable.deleted_at),
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];
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if (channelId) {
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conditions.push(channelFilter(channelId));
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}
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const rows = (await database
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.select()
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.from(messagesTable)
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.where(and(...conditions) as SQL)
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.orderBy(asc(messagesTable.created_at))) as MessageRecord[];
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// Initialize all hour buckets
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const buckets = new Map<
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string,
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{ count: number; clean: number; warned: number; flagged: number; error: number }
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>();
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for (let h = 0; h < hours; h++) {
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const ts = new Date(since + h * 3600_000);
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ts.setMinutes(0, 0, 0);
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const key = ts.toISOString().slice(0, 13) + ":00:00Z";
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buckets.set(key, { count: 0, clean: 0, warned: 0, flagged: 0, error: 0 });
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}
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for (const row of rows) {
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const d = new Date(row.created_at);
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d.setMinutes(0, 0, 0);
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const key = d.toISOString().slice(0, 13) + ":00:00Z";
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const bucket = buckets.get(key);
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if (!bucket) continue;
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bucket.count++;
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const status = row.ai_status || "pending";
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if (status === "clean") bucket.clean++;
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else if (status === "warn") bucket.warned++;
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else if (status === "flagged") bucket.flagged++;
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else if (status === "error") bucket.error++;
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}
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return Array.from(buckets.entries())
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.sort(([a], [b]) => a.localeCompare(b))
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.map(([hour, data]) => ({ hour, ...data }));
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} catch (error) {
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logger.error(
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{ error: error instanceof Error ? error.message : String(error) },
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"Failed to get hourly stats",
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);
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return [];
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}
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}
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// ── Topic Trends ───────────────────────────────────────────────────────
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const STOP_WORDS = new Set([
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"yang", "dan", "itu", "ini", "dengan", "akan", "pada", "dari", "di", "ke",
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"untuk", "tidak", "ada", "juga", "sudah", "saya", "kamu", "dia", "mereka",
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"kami", "aku", "lo", "lu", "gua", "gue", "org", "orang", "aja", "sama",
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"kalo", "kalau", "bisa", "karena", "gak", "nggak", "ga", "tak", "belum",
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"udah", "dah", "lah", "kah", "pun", "nih", "tuh", "deh", "dong", "si",
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"nya", "kan", "ya", "yah", "yuk", "kok", "loh", "nah", "wow", "eh",
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"the", "a", "an", "is", "are", "was", "were", "be", "been", "being",
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"have", "has", "had", "having", "do", "does", "did", "doing",
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"will", "would", "could", "should", "may", "might", "must", "shall",
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"i", "you", "he", "she", "it", "we", "they", "me", "him", "her",
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"us", "them", "my", "your", "his", "its", "our", "their",
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"and", "but", "or", "nor", "not", "so", "yet", "for", "if",
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"to", "of", "in", "on", "at", "by", "as", "with", "about",
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"just", "then", "now", "here", "there", "when", "where", "why",
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"how", "all", "both", "each", "few", "more", "most", "other",
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"some", "such", "only", "own", "same", "too", "very", "can",
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"go", "ok", "okay", "yeah", "yes", "no",
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]);
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function extractTopics(messages: MessageRecord[], topN = 15): TopicTrend[] {
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const topicScores = new Map<string, { count: number; score: number }>();
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const wordFreq = new Map<string, number>();
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const flaggedWordFreq = new Map<string, number>();
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for (const msg of messages) {
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if (msg.ai_analysis) {
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try {
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const analysis = JSON.parse(msg.ai_analysis);
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const topics = analysis.topics;
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if (topics && Array.isArray(topics)) {
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for (const topic of topics) {
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const key = typeof topic === "string" ? topic : topic.name || topic.topic;
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if (!key) continue;
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const k = key.toLowerCase();
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const score = msg.ai_moderation_score || 0;
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const existing = topicScores.get(k);
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if (existing) { existing.count++; existing.score += score; }
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else { topicScores.set(k, { count: 1, score }); }
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}
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}
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if (analysis.category) {
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const cat = String(analysis.category).toLowerCase();
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const existing = topicScores.get(cat);
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if (existing) { existing.count++; existing.score += msg.ai_moderation_score || 0; }
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else { topicScores.set(cat, { count: 1, score: msg.ai_moderation_score || 0 }); }
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}
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} catch { /* not valid JSON */ }
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}
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if (msg.content) {
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const words = msg.content
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.toLowerCase()
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.replace(/[^\w\s]/g, " ")
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.split(/\s+/)
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.filter((w) => w.length > 2 && !STOP_WORDS.has(w));
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for (const word of words) {
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wordFreq.set(word, (wordFreq.get(word) || 0) + 1);
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if (msg.ai_status === "flagged" || msg.ai_status === "warn") {
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flaggedWordFreq.set(word, (flaggedWordFreq.get(word) || 0) + 1);
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}
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}
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}
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}
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const results: TopicTrend[] = [];
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for (const [topic, data] of topicScores) {
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results.push({ topic, count: data.count, score: data.score });
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}
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const sortedWords = Array.from(wordFreq.entries())
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.sort(([, a], [, b]) => b - a)
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.slice(0, topN);
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for (const [word, count] of sortedWords) {
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if (!topicScores.has(word)) {
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results.push({ topic: word, count, score: flaggedWordFreq.get(word) || 0 });
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}
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}
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return results.sort((a, b) => b.count - a.count).slice(0, topN);
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}
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export async function getTopicTrends(input: {
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guildId: string;
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channelId?: string;
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hours?: number;
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}): Promise<TopicTrend[]> {
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try {
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const { guildId, channelId, hours = 24 } = input;
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const since = Date.now() - hours * 3600_000;
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const database = db();
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const conditions: SQL[] = [
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eq(messagesTable.guild_id, guildId),
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gte(messagesTable.created_at, since),
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isNull(messagesTable.deleted_at),
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];
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if (channelId) {
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conditions.push(channelFilter(channelId));
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}
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const rows = (await database
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.select()
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.from(messagesTable)
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.where(and(...conditions) as SQL)
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.orderBy(desc(messagesTable.created_at))
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.limit(1000)) as MessageRecord[];
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return extractTopics(rows);
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} catch (error) {
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logger.error(
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{ error: error instanceof Error ? error.message : String(error) },
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"Failed to get topic trends",
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);
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return [];
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}
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}
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// ── User Leaderboard ────────────────────────────────────────────────────
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export async function getUserLeaderboard(input: {
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guildId: string;
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channelId?: string;
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hours?: number;
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limit?: number;
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}): Promise<UserStat[]> {
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try {
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const { guildId, channelId, hours = 24, limit = 20 } = input;
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const since = Date.now() - hours * 3600_000;
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const database = db();
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const conditions: SQL[] = [
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eq(messagesTable.guild_id, guildId),
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gte(messagesTable.created_at, since),
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isNull(messagesTable.deleted_at),
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];
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if (channelId) {
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conditions.push(channelFilter(channelId));
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}
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const rows = (await database
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.select()
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.from(messagesTable)
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.where(and(...conditions) as SQL)
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.orderBy(asc(messagesTable.created_at))) as MessageRecord[];
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const userMap = new Map<string, UserStat>();
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for (const msg of rows) {
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const existing = userMap.get(msg.user_id);
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if (existing) {
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existing.message_count++;
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if (msg.type === "edited") existing.edited_count++;
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if (msg.type === "deleted") existing.deleted_count++;
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if (msg.ai_status === "flagged" || msg.ai_status === "warn") existing.flagged_count++;
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if (msg.created_at > existing.last_active) {
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existing.last_active = msg.created_at;
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}
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} else {
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userMap.set(msg.user_id, {
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user_id: msg.user_id,
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username: msg.username,
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avatar_url: msg.avatar_url,
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message_count: 1,
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edited_count: msg.type === "edited" ? 1 : 0,
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deleted_count: msg.type === "deleted" ? 1 : 0,
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flagged_count: msg.ai_status === "flagged" || msg.ai_status === "warn" ? 1 : 0,
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last_active: msg.created_at,
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});
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}
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}
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return Array.from(userMap.values())
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.sort((a, b) => b.message_count - a.message_count)
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.slice(0, limit);
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} catch (error) {
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logger.error(
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{ error: error instanceof Error ? error.message : String(error) },
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"Failed to get user leaderboard",
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);
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return [];
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}
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}
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// ── Moderation Stats ───────────────────────────────────────────────────
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export async function getModerationStats(input: {
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guildId: string;
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channelId?: string;
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hours?: number;
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}): Promise<ModerationBreakdown> {
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try {
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const { guildId, channelId, hours = 24 } = input;
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const since = Date.now() - hours * 3600_000;
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const database = db();
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const conditions: SQL[] = [
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eq(messagesTable.guild_id, guildId),
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gte(messagesTable.created_at, since),
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isNull(messagesTable.deleted_at),
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];
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|
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if (channelId) {
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conditions.push(channelFilter(channelId));
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}
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const rows = (await database
|
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.select()
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.from(messagesTable)
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.where(and(...conditions) as SQL)) as MessageRecord[];
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const breakdown: ModerationBreakdown = {
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total: rows.length,
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clean: 0, warned: 0, flagged: 0, error: 0, pending: 0,
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average_score: 0,
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};
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let scoreSum = 0;
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let scoreCount = 0;
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for (const msg of rows) {
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const status = msg.ai_status || "pending";
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if (status === "clean") breakdown.clean++;
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else if (status === "warn") breakdown.warned++;
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else if (status === "flagged") breakdown.flagged++;
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else if (status === "error") breakdown.error++;
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else breakdown.pending++;
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if (msg.ai_moderation_score != null) {
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scoreSum += msg.ai_moderation_score;
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scoreCount++;
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}
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}
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breakdown.average_score =
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scoreCount > 0 ? Math.round((scoreSum / scoreCount) * 100) / 100 : 0;
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return breakdown;
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} catch (error) {
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logger.error(
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{ error: error instanceof Error ? error.message : String(error) },
|
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"Failed to get moderation stats",
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);
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return {
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total: 0, clean: 0, warned: 0, flagged: 0, error: 0, pending: 0, average_score: 0,
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};
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}
|
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}
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|
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// ── Active Channels Count ──────────────────────────────────────────────
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|
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export async function getActiveChannelCount(input: {
|
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guildId: string;
|
||||
hours?: number;
|
||||
}): Promise<number> {
|
||||
try {
|
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const { guildId, hours = 24 } = input;
|
||||
const since = Date.now() - hours * 3600_000;
|
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const database = db();
|
||||
|
||||
const rows = (await database
|
||||
.select({ channel_id: messagesTable.channel_id })
|
||||
.from(messagesTable)
|
||||
.where(
|
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and(
|
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eq(messagesTable.guild_id, guildId),
|
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gte(messagesTable.created_at, since),
|
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isNull(messagesTable.deleted_at),
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) as SQL,
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)
|
||||
.groupBy(messagesTable.channel_id)) as Array<{ channel_id: string }>;
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|
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return rows.length;
|
||||
} catch (error) {
|
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logger.error(
|
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{ error: error instanceof Error ? error.message : String(error) },
|
||||
"Failed to get active channel count",
|
||||
);
|
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return 0;
|
||||
}
|
||||
}
|
||||
|
||||
// ── Top Violators ─────────────────────────────────────────────────────
|
||||
|
||||
export interface ViolatorStat {
|
||||
user_id: string;
|
||||
username: string;
|
||||
avatar_url: string | null;
|
||||
total_messages: number;
|
||||
flagged_count: number;
|
||||
warned_count: number;
|
||||
violation_score: number; // weighted: flagged*3 + warned*1
|
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worst_flags: string[]; // unique flag types
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last_violation: number;
|
||||
}
|
||||
|
||||
export async function getTopViolators(input: {
|
||||
guildId: string;
|
||||
channelId?: string;
|
||||
hours?: number;
|
||||
limit?: number;
|
||||
}): Promise<ViolatorStat[]> {
|
||||
try {
|
||||
const { guildId, channelId, hours = 24, limit = 20 } = input;
|
||||
const since = Date.now() - hours * 3600_000;
|
||||
const database = db();
|
||||
|
||||
const conditions: SQL[] = [
|
||||
eq(messagesTable.guild_id, guildId),
|
||||
gte(messagesTable.created_at, since),
|
||||
isNull(messagesTable.deleted_at),
|
||||
];
|
||||
|
||||
if (channelId) {
|
||||
conditions.push(channelFilter(channelId));
|
||||
}
|
||||
|
||||
const rows = (await database
|
||||
.select()
|
||||
.from(messagesTable)
|
||||
.where(and(...conditions) as SQL)
|
||||
.orderBy(asc(messagesTable.created_at))) as MessageRecord[];
|
||||
|
||||
const userMap = new Map<string, {
|
||||
user_id: string;
|
||||
username: string;
|
||||
avatar_url: string | null;
|
||||
total_messages: number;
|
||||
flagged_count: number;
|
||||
warned_count: number;
|
||||
flags_set: Set<string>;
|
||||
last_violation: number;
|
||||
}>();
|
||||
|
||||
for (const msg of rows) {
|
||||
let entry = userMap.get(msg.user_id);
|
||||
if (!entry) {
|
||||
entry = {
|
||||
user_id: msg.user_id,
|
||||
username: msg.username,
|
||||
avatar_url: msg.avatar_url,
|
||||
total_messages: 0,
|
||||
flagged_count: 0,
|
||||
warned_count: 0,
|
||||
flags_set: new Set(),
|
||||
last_violation: 0,
|
||||
};
|
||||
userMap.set(msg.user_id, entry);
|
||||
}
|
||||
|
||||
entry.total_messages++;
|
||||
|
||||
const isViolation = msg.ai_status === "flagged" || msg.ai_status === "warn";
|
||||
|
||||
if (msg.ai_status === "flagged") {
|
||||
entry.flagged_count++;
|
||||
}
|
||||
|
||||
if (msg.ai_status === "warn") {
|
||||
entry.warned_count++;
|
||||
}
|
||||
|
||||
if (isViolation && msg.ai_moderation_flags) {
|
||||
try {
|
||||
const flags = JSON.parse(msg.ai_moderation_flags);
|
||||
if (Array.isArray(flags)) {
|
||||
for (const f of flags) entry.flags_set.add(String(f));
|
||||
}
|
||||
} catch { /* ignore */ }
|
||||
}
|
||||
|
||||
if (isViolation && msg.created_at > entry.last_violation) {
|
||||
entry.last_violation = msg.created_at;
|
||||
}
|
||||
}
|
||||
|
||||
const violators: ViolatorStat[] = [];
|
||||
|
||||
for (const entry of userMap.values()) {
|
||||
if (entry.flagged_count === 0 && entry.warned_count === 0) continue;
|
||||
|
||||
violators.push({
|
||||
user_id: entry.user_id,
|
||||
username: entry.username,
|
||||
avatar_url: entry.avatar_url,
|
||||
total_messages: entry.total_messages,
|
||||
flagged_count: entry.flagged_count,
|
||||
warned_count: entry.warned_count,
|
||||
violation_score: entry.flagged_count * 3 + entry.warned_count * 1,
|
||||
worst_flags: Array.from(entry.flags_set).slice(0, 5),
|
||||
last_violation: entry.last_violation,
|
||||
});
|
||||
}
|
||||
|
||||
return violators
|
||||
.sort((a, b) => b.violation_score - a.violation_score)
|
||||
.slice(0, limit);
|
||||
} catch (error) {
|
||||
logger.error(
|
||||
{ error: error instanceof Error ? error.message : String(error) },
|
||||
"Failed to get top violators",
|
||||
);
|
||||
return [];
|
||||
}
|
||||
}
|
||||
|
||||
// ── Combined Overview ──────────────────────────────────────────────────
|
||||
|
||||
export async function getAnalyticsOverview(input: {
|
||||
guildId: string;
|
||||
channelId?: string;
|
||||
hours?: number;
|
||||
}): Promise<AnalyticsOverview> {
|
||||
const { guildId, hours = 24 } = input;
|
||||
const now = Date.now();
|
||||
const since = now - hours * 3600_000;
|
||||
|
||||
const [messages, hourly, topics, topUsers, totalChannels] = await Promise.all([
|
||||
getModerationStats(input),
|
||||
getHourlyStats(input),
|
||||
getTopicTrends(input),
|
||||
getUserLeaderboard(input),
|
||||
getActiveChannelCount({ guildId, hours }),
|
||||
]);
|
||||
|
||||
return {
|
||||
period: { start: since, end: now },
|
||||
messages,
|
||||
hourly,
|
||||
topics,
|
||||
top_users: topUsers,
|
||||
active_users_count: topUsers.length,
|
||||
total_channels: totalChannels,
|
||||
};
|
||||
}
|
||||
@@ -57,7 +57,21 @@ export function detectIndonesianBadwords(text: string): string[] {
|
||||
try {
|
||||
const result = badwords.analyze?.(text);
|
||||
if (Array.isArray(result?.badwords)) {
|
||||
return Array.from(new Set(result.badwords.map((word) => word.toLowerCase())));
|
||||
let hits = Array.from(new Set(result.badwords.map((word) => word.toLowerCase())));
|
||||
|
||||
const lowerText = text.toLowerCase();
|
||||
hits = hits.filter(hit => {
|
||||
if (hit === "asu") {
|
||||
const words = lowerText.match(/[\p{L}\p{N}_]+/gu) || [];
|
||||
return words.some(w =>
|
||||
w.includes("asu") &&
|
||||
!["asus", "masuk", "termasuk", "dimasukkan", "memasukkan", "kasur", "asumsi", "asuransi", "asupan", "pasukan", "pasundan"].includes(w)
|
||||
);
|
||||
}
|
||||
return true;
|
||||
});
|
||||
|
||||
return hits;
|
||||
}
|
||||
} catch {
|
||||
// Keep moderation pipeline resilient if dependency changes shape.
|
||||
|
||||
@@ -667,6 +667,8 @@ Ini adalah server Discord komunitas Indonesia. Kamu harus memahami:
|
||||
- Bahasa gaul/slang Indonesia: "anjay", "wkwk", "gws", "gaskeun", "santuy", "njir", "baka", "woy", "woi", "hadeh", dll.
|
||||
- Singkatan umum: "gw", "lo", "emg", "kyk", "tdk", "krn", "jgn", dll.
|
||||
- Konteks budaya lokal: SARA (Suku, Agama, Ras, Antar-golongan), hoaks, ujaran kebencian berbasis konteks Indonesia.
|
||||
- Makian/kata kasar umum (seperti "anjing", "asu", "bangsat") BUKAN pelanggaran SARA. SARA khusus untuk diskriminasi/hinaan terhadap Suku, Agama, Ras, dan Antargolongan.
|
||||
- Kata "asus" adalah merk teknologi, jangan pernah dianggap sebagai makian "asu".
|
||||
- Perbedaan antara humor/banter biasa vs konten yang benar-benar melanggar.
|
||||
- "woy"/"woi" adalah sapaan/interjeksi informal Indonesia dan tidak boleh dianggap SARA, hate speech, atau harassment tanpa target hinaan/ancaman jelas.
|
||||
- Discord custom emoji seperti <:hadeh:123> atau [emoji:hadeh] adalah ekspresi/emoji, bukan pelanggaran teks. Gunakan sebagai konteks ekspresi saja.
|
||||
|
||||
Reference in New Issue
Block a user