feat(route-optimizer): integrate AI route optimizer functionality into the application with routing endpoint and UI components
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Publish Fast Tabler Docker image / build-and-push-fast (push) Successful in 1m40s
This commit is contained in:
@@ -0,0 +1,323 @@
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/**
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* Rule-based "local AI" optimizer for route selection.
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* Returns best paths and probability of optimality for all candidates.
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*/
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const { sendError } = require('../middleware/errorHandler');
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const { readS3TextObject } = require('../services/s3Service');
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const { readServersFromS3 } = require('./serversRoutes');
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const NETWORK_MAP_CACHE_KEY = 'network-map-cache/latest.json';
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const NETWORK_CONFIG_KEY = 'network-config.json';
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function asObject(v) {
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return v && typeof v === 'object' ? v : {};
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}
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function toNumber(v) {
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const n = Number(v);
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return Number.isFinite(n) ? n : null;
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}
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function clamp(n, min, max) {
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return Math.max(min, Math.min(max, n));
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}
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function makeServerKey(server) {
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if (!server || typeof server !== 'object') return '';
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return String(server.id || server.dns || server.ip || '').trim();
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}
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function resolveServerRef(ref, byRef) {
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const key = String(ref || '').trim();
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if (!key) return null;
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return byRef.get(key) || null;
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}
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function pairKey(a, b) {
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return [String(a || ''), String(b || '')].sort().join(':');
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}
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function pairProbability(items, scoreGetter) {
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if (!Array.isArray(items) || items.length === 0) return [];
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const values = items.map((it) => Number(scoreGetter(it) || 0));
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const max = Math.max(...values);
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const exps = values.map((v) => Math.exp((v - max) * 5));
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const sum = exps.reduce((acc, x) => acc + x, 0) || 1;
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return exps.map((x) => (x / sum) * 100);
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}
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function latencyScore(pingMs) {
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if (typeof pingMs !== 'number') return 0.2;
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const normalized = 1 / (1 + pingMs / 35);
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return clamp(normalized, 0, 1);
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}
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function bandwidthScore(speedMbps) {
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if (typeof speedMbps !== 'number' || speedMbps <= 0) return 0.15;
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// log-scale to avoid dominance by very high channels
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const normalized = Math.log10(1 + speedMbps) / Math.log10(1001);
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return clamp(normalized, 0, 1);
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}
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function freshnessScore(cacheUpdatedAt) {
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if (typeof cacheUpdatedAt !== 'number') return 0.4;
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const ageMs = Math.max(0, Date.now() - cacheUpdatedAt);
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if (ageMs <= 2 * 60 * 1000) return 1;
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if (ageMs <= 10 * 60 * 1000) return 0.8;
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if (ageMs <= 30 * 60 * 1000) return 0.6;
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return 0.35;
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}
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function buildSegmentScore({ pingMs, speedMbps, cacheUpdatedAt }) {
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const l = latencyScore(pingMs);
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const b = bandwidthScore(speedMbps);
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const f = freshnessScore(cacheUpdatedAt);
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const metricPresence = (typeof pingMs === 'number' ? 1 : 0) + (typeof speedMbps === 'number' ? 1 : 0);
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const confidence = metricPresence === 2 ? 1 : metricPresence === 1 ? 0.65 : 0.35;
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const score = l * 0.55 + b * 0.35 + f * 0.1;
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return { score: clamp(score, 0, 1), confidence };
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}
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function compactServer(server) {
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return {
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id: server?.id || null,
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ip: server?.ip || null,
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dns: server?.dns || null,
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type: server?.type || null,
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label: server?.dns || server?.ip || server?.id || 'unknown',
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};
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}
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async function loadNetworkMapCache() {
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try {
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const raw = await readS3TextObject(NETWORK_MAP_CACHE_KEY).catch(() => null);
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if (!raw?.body) return { pingMap: {}, speedMap: {}, updatedAt: null };
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const parsed = JSON.parse(raw.body || '{}');
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return {
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pingMap: asObject(parsed.pingMap),
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speedMap: asObject(parsed.speedMap),
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updatedAt: toNumber(parsed.updatedAt),
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};
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} catch (_) {
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return { pingMap: {}, speedMap: {}, updatedAt: null };
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}
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}
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async function loadNetworkConfig() {
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try {
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const raw = await readS3TextObject(NETWORK_CONFIG_KEY).catch(() => null);
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if (!raw?.body) return {};
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const parsed = JSON.parse(raw.body || '{}');
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return asObject(parsed);
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} catch (_) {
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return {};
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}
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}
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function buildInterfaceCandidates({ servers, tunnelInterfaces, pingMap, speedMap, cacheUpdatedAt }) {
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const byRef = new Map();
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servers.forEach((s) => {
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const refs = [s.id, s.ip, s.dns].filter(Boolean).map((v) => String(v));
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refs.forEach((ref) => byRef.set(ref, s));
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});
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const homeToJh = [];
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const jhToExit = [];
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for (const iface of tunnelInterfaces) {
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if (!iface || !iface.serverId || !iface.serverId2) continue;
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const s1 = resolveServerRef(iface.serverId, byRef);
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const s2 = resolveServerRef(iface.serverId2, byRef);
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if (!s1 || !s2) continue;
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const t1 = String(s1.type || '').toLowerCase();
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const t2 = String(s2.type || '').toLowerCase();
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const k1 = makeServerKey(s1);
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const k2 = makeServerKey(s2);
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const pkey = pairKey(s1.ip, s2.ip);
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const skey = pairKey(k1, k2);
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const pingMs = toNumber(pingMap[pkey]);
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const speedEntry = asObject(speedMap[skey]);
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const downBps = toNumber(speedEntry.tcpDownloadBps);
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const upBps = toNumber(speedEntry.tcpUploadBps);
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const speedMbps = downBps != null || upBps != null
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? Math.max(downBps || 0, upBps || 0) / 1e6
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: null;
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const scoring = buildSegmentScore({ pingMs, speedMbps, cacheUpdatedAt });
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const base = {
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interfaceName: iface.name || null,
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pingMs,
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speedMbps: speedMbps != null ? Number(speedMbps.toFixed(2)) : null,
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speedDownloadMbps: downBps != null ? Number((downBps / 1e6).toFixed(2)) : null,
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speedUploadMbps: upBps != null ? Number((upBps / 1e6).toFixed(2)) : null,
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score: Number(scoring.score.toFixed(4)),
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confidence: Number(scoring.confidence.toFixed(4)),
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};
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if ((t1 === 'home' && t2 === 'jumphost') || (t1 === 'jumphost' && t2 === 'home')) {
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const home = t1 === 'home' ? s1 : s2;
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const jumphost = t1 === 'jumphost' ? s1 : s2;
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homeToJh.push({
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id: `${makeServerKey(home)}->${makeServerKey(jumphost)}::${base.interfaceName || 'iface'}`,
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homeKey: makeServerKey(home),
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jumphostKey: makeServerKey(jumphost),
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home: compactServer(home),
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jumphost: compactServer(jumphost),
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...base,
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});
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continue;
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}
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if ((t1 === 'jumphost' && t2 === 'exit') || (t1 === 'exit' && t2 === 'jumphost')) {
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const jumphost = t1 === 'jumphost' ? s1 : s2;
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const exit = t1 === 'exit' ? s1 : s2;
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jhToExit.push({
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id: `${makeServerKey(jumphost)}->${makeServerKey(exit)}::${base.interfaceName || 'iface'}`,
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jumphostKey: makeServerKey(jumphost),
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exitKey: makeServerKey(exit),
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jumphost: compactServer(jumphost),
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exit: compactServer(exit),
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...base,
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});
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}
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}
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return { homeToJh, jhToExit };
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}
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function enrichProbabilities(candidates, scoreField = 'score') {
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if (!Array.isArray(candidates) || candidates.length === 0) return [];
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const probs = pairProbability(candidates, (c) => c[scoreField]);
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return candidates.map((c, i) => ({
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...c,
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probabilityOptimal: Number(probs[i].toFixed(2)),
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}));
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}
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function groupBy(items, keyGetter) {
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const m = new Map();
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for (const item of items) {
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const key = keyGetter(item);
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if (!m.has(key)) m.set(key, []);
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m.get(key).push(item);
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}
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return m;
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}
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async function getRouteOptimizer(req, res) {
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try {
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const [servers, networkConfig, networkMapCache] = await Promise.all([
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readServersFromS3(),
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loadNetworkConfig(),
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loadNetworkMapCache(),
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]);
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const tunnelInterfaces = Array.isArray(networkConfig.tunnelInterfaces)
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? networkConfig.tunnelInterfaces
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: [];
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const { homeToJh, jhToExit } = buildInterfaceCandidates({
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servers: Array.isArray(servers) ? servers : [],
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tunnelInterfaces,
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pingMap: networkMapCache.pingMap,
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speedMap: networkMapCache.speedMap,
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cacheUpdatedAt: networkMapCache.updatedAt,
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});
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const homeGroups = groupBy(homeToJh, (x) => x.homeKey);
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const exitsByJh = groupBy(jhToExit, (x) => x.jumphostKey);
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const homes = [];
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for (const [homeKey, hjListRaw] of homeGroups.entries()) {
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const hjList = enrichProbabilities(hjListRaw.sort((a, b) => b.score - a.score));
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const bestHomeToJumphost = hjList[0] || null;
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const fullRoutesRaw = [];
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for (const hj of hjList) {
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const exitCandidates = exitsByJh.get(hj.jumphostKey) || [];
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for (const jhExit of exitCandidates) {
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const combinedScore = clamp(hj.score * 0.45 + jhExit.score * 0.55, 0, 1);
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fullRoutesRaw.push({
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id: `${hj.id}>>>${jhExit.id}`,
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home: hj.home,
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jumphost: hj.jumphost,
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exit: jhExit.exit,
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homeToJumphost: {
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interfaceName: hj.interfaceName,
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pingMs: hj.pingMs,
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speedMbps: hj.speedMbps,
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score: hj.score,
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confidence: hj.confidence,
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},
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jumphostToExit: {
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interfaceName: jhExit.interfaceName,
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pingMs: jhExit.pingMs,
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speedMbps: jhExit.speedMbps,
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score: jhExit.score,
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confidence: jhExit.confidence,
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},
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score: Number(combinedScore.toFixed(4)),
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confidence: Number(((hj.confidence + jhExit.confidence) / 2).toFixed(4)),
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});
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}
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}
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const fullRoutes = enrichProbabilities(fullRoutesRaw.sort((a, b) => b.score - a.score));
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const bestFullRoute = fullRoutes[0] || null;
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homes.push({
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home: bestHomeToJumphost?.home || null,
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bestHomeToJumphost,
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bestFullRoute,
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homeToJumphostCandidates: hjList,
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fullRouteCandidates: fullRoutes,
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});
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}
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// Also expose jumphost->exit view for transparency
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const jumphostSummaries = [];
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for (const [jumphostKey, exitListRaw] of exitsByJh.entries()) {
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const candidates = enrichProbabilities(exitListRaw.sort((a, b) => b.score - a.score));
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jumphostSummaries.push({
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jumphost: candidates[0]?.jumphost || null,
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bestCandidate: candidates[0] || null,
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candidates,
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});
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}
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homes.sort((a, b) => {
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const pa = a.bestFullRoute?.probabilityOptimal ?? 0;
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const pb = b.bestFullRoute?.probabilityOptimal ?? 0;
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return pb - pa;
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});
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return res.json({
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ok: true,
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generatedAt: Date.now(),
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metricsUpdatedAt: networkMapCache.updatedAt || null,
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homes,
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jumphostToExitByJumphost: jumphostSummaries,
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totals: {
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homes: homes.length,
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homeToJumphostCandidates: homeToJh.length,
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jumphostToExitCandidates: jhToExit.length,
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},
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});
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} catch (error) {
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console.error('[route-optimizer] getRouteOptimizer:', error);
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return sendError(
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res,
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500,
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error?.message || 'Ошибка расчёта оптимального маршрута',
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'E_ROUTE_OPTIMIZER'
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);
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}
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}
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module.exports = {
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getRouteOptimizer,
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};
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@@ -32,6 +32,7 @@ const mikrotikBackupRoutes = require('./routes/mikrotikBackupRoutes');
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const trafficRoutes = require('./routes/trafficRoutes');
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const resourceStatsRoutes = require('./routes/resourceStatsRoutes');
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const alertsRoutes = require('./routes/alertsRoutes');
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const routeOptimizerRoutes = require('./routes/routeOptimizerRoutes');
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const { initMikrotikBackupScheduler } = require('./services/mikrotikBackupScheduler');
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const { initNetworkMapScheduler } = require('./services/networkMapScheduler');
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const { initPingServicesScheduler } = require('./services/pingServicesScheduler');
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@@ -497,6 +498,9 @@ app.post('/api/mikrotik/backups/run', writeLimiter, mikrotikBackupRoutes.runBack
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// === NETWORK MAP CACHE (для быстрой загрузки карты сети) ===
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app.get('/api/network-map-cache', schedulerRoutes.getNetworkMapCache);
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// === LOCAL AI ROUTE OPTIMIZER (rule-based) ===
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app.get('/api/route-optimizer', routeOptimizerRoutes.getRouteOptimizer);
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// === SCHEDULER (карта сети: пинг и скорость по расписанию) ===
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app.get('/api/scheduler/network-map/settings', schedulerRoutes.getNetworkMapSchedulerSettings);
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app.patch('/api/scheduler/network-map/settings', writeLimiter, schedulerRoutes.patchNetworkMapSchedulerSettings);
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@@ -27,7 +27,8 @@ import {
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IconChartBar,
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IconClock,
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IconClockPlay,
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IconShield
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IconShield,
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IconRoute2
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} from '@tabler/icons-react';
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import ServerManager from './ServerManager';
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import FilterManager from './FilterManager';
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@@ -51,6 +52,7 @@ import PingServicesManager from './PingServicesManager.jsx';
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import FirewallPage from './FirewallPage.jsx';
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import SettingsPage from './SettingsPage.jsx';
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import ResourceStatsPage from './ResourceStatsPage.jsx';
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import RouteOptimizerPage from './RouteOptimizerPage.jsx';
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import './App.css';
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import { NotifyProvider } from './components/NotifyProvider.jsx';
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import ToastContainer from './components/ToastContainer.jsx';
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@@ -71,6 +73,7 @@ function LanguageProvider({ children }) {
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ru: {
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home: 'Главная', data: 'Данные', management: 'Управление', tools: 'Инструменты',
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dashboard: 'Панель', trafficTraffic: 'Расход трафика', resourceStats: 'Статистика ресурсов', networkMap: 'Карта сети', uptimeMonitor: 'Uptime Monitor', domains: 'Домены', ipRanges: 'IP-диапазоны', asns: 'AS',
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routeOptimizer: 'Оптимизация маршрутов ИИ',
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communities: 'Community', servers: 'Серверы', filters: 'Фильтры', billing: 'Биллинг', autoUrls: 'Авто URL',
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easySwitch: 'Easy Switch', networkConfig: 'Сетевые настройки', mikrotikBackups: 'MikroTik Бэкапы', pingServices: 'Пинг сервисов', firewall: 'Firewall',
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light: 'Светлая', dark: 'Тёмная',
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@@ -79,6 +82,7 @@ function LanguageProvider({ children }) {
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en: {
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home: 'Home', data: 'Data', management: 'Management', tools: 'Tools',
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dashboard: 'Dashboard', trafficTraffic: 'Traffic Usage', resourceStats: 'Resource Stats', networkMap: 'Network Map', uptimeMonitor: 'Uptime Monitor', domains: 'Domains', ipRanges: 'IP Ranges', asns: 'ASNs',
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routeOptimizer: 'AI Route Optimizer',
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communities: 'Communities', servers: 'Servers', filters: 'Filters', billing: 'Billing', autoUrls: 'Auto URLs',
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easySwitch: 'Easy Switch', networkConfig: 'Network Config', mikrotikBackups: 'MikroTik Backups', pingServices: 'Ping Services', firewall: 'Firewall',
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light: 'Light', dark: 'Dark',
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@@ -165,7 +169,6 @@ function MainLayout() {
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useEffect(() => {
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if (layout !== LAYOUT_FLUID) return;
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const collapseEl = document.getElementById(SIDEBAR_COLLAPSE_ID);
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const toggler = () => sidebarTogglerRef.current?.click?.();
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const onShow = () => {
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if (window.innerWidth < MOBILE_BREAKPOINT) {
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setSidebarBackdrop(true);
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@@ -252,6 +255,7 @@ function MainLayout() {
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{ id: 'traffic', title: t('trafficTraffic'), path: '/traffic', icon: IconChartPie },
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{ id: 'resource-stats', title: t('resourceStats'), path: '/resource-stats', icon: IconChartBar },
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{ id: 'network-map', title: t('networkMap'), path: '/network-map', icon: IconNetwork },
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{ id: 'route-optimizer', title: t('routeOptimizer'), path: '/route-optimizer', icon: IconRoute2 },
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{ id: 'uptime-monitor', title: t('uptimeMonitor'), path: '/uptime-monitor', icon: IconClock }
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]
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},
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@@ -449,6 +453,7 @@ function MainLayout() {
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<Route path="/traffic" element={<TrafficDashboard />} />
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<Route path="/resource-stats" element={<ResourceStatsPage />} />
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<Route path="/network-map" element={<NetworkMapDashboard />} />
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<Route path="/route-optimizer" element={<RouteOptimizerPage />} />
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<Route path="/uptime-monitor" element={<UptimeMonitorPage />} />
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<Route path="/domains" element={<DomainsNewManager />} />
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<Route path="/ip-ranges" element={<IPRangesManager />} />
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@@ -625,6 +630,7 @@ function MainLayout() {
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<Route path="/traffic" element={<TrafficDashboard />} />
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<Route path="/resource-stats" element={<ResourceStatsPage />} />
|
||||
<Route path="/network-map" element={<NetworkMapDashboard />} />
|
||||
<Route path="/route-optimizer" element={<RouteOptimizerPage />} />
|
||||
<Route path="/uptime-monitor" element={<UptimeMonitorPage />} />
|
||||
<Route path="/domains" element={<DomainsNewManager />} />
|
||||
<Route path="/ip-ranges" element={<IPRangesManager />} />
|
||||
|
||||
@@ -0,0 +1,168 @@
|
||||
import { useCallback, useEffect, useState } from 'react';
|
||||
import {
|
||||
IconRoute2,
|
||||
IconRefresh,
|
||||
IconBrain,
|
||||
IconAlertCircle,
|
||||
} from '@tabler/icons-react';
|
||||
import api from './lib/api.js';
|
||||
import PageHeader from './components/PageHeader.jsx';
|
||||
|
||||
function MetricBadge({ label, value, tone = 'secondary' }) {
|
||||
return (
|
||||
<span className={`badge bg-${tone}-lt text-${tone}`}>
|
||||
{label}: {value}
|
||||
</span>
|
||||
);
|
||||
}
|
||||
|
||||
export default function RouteOptimizerPage() {
|
||||
const [loading, setLoading] = useState(true);
|
||||
const [error, setError] = useState('');
|
||||
const [data, setData] = useState(null);
|
||||
|
||||
const load = useCallback(async () => {
|
||||
setLoading(true);
|
||||
setError('');
|
||||
try {
|
||||
const res = await api.get('/route-optimizer', { timeout: 30000 });
|
||||
setData(res?.data || null);
|
||||
} catch (e) {
|
||||
console.error('[RouteOptimizerPage] load failed:', e);
|
||||
setError(e?.response?.data?.message || e?.message || 'Не удалось загрузить маршруты');
|
||||
setData(null);
|
||||
} finally {
|
||||
setLoading(false);
|
||||
}
|
||||
}, []);
|
||||
|
||||
useEffect(() => {
|
||||
load();
|
||||
const id = setInterval(load, 30000);
|
||||
return () => clearInterval(id);
|
||||
}, [load]);
|
||||
|
||||
const homes = Array.isArray(data?.homes) ? data.homes : [];
|
||||
|
||||
return (
|
||||
<div>
|
||||
<PageHeader
|
||||
title="Локальный ИИ: оптимизатор маршрутов"
|
||||
icon={<IconBrain size={24} />}
|
||||
meta="Rule-based выбор маршрутов: Home → Jumphost → Exit"
|
||||
actions={(
|
||||
<button type="button" className="btn btn-outline-primary" onClick={load} disabled={loading}>
|
||||
<IconRefresh className={loading ? 'spin me-2' : 'me-2'} size={18} />
|
||||
{loading ? 'Обновление...' : 'Обновить'}
|
||||
</button>
|
||||
)}
|
||||
/>
|
||||
|
||||
{error && (
|
||||
<div className="alert alert-danger d-flex align-items-center">
|
||||
<IconAlertCircle className="me-2" size={18} />
|
||||
{error}
|
||||
</div>
|
||||
)}
|
||||
|
||||
{loading && !data && (
|
||||
<div className="text-muted py-4">Расчёт маршрутов...</div>
|
||||
)}
|
||||
|
||||
{!loading && !error && homes.length === 0 && (
|
||||
<div className="alert alert-info">
|
||||
Нет доступных маршрутов. Проверьте типы серверов (`home`, `jumphost`, `exit`) и `network-config.tunnelInterfaces`.
|
||||
</div>
|
||||
)}
|
||||
|
||||
<div className="row g-3">
|
||||
{homes.map((entry) => {
|
||||
const best = entry.bestFullRoute;
|
||||
const home = entry.home || {};
|
||||
const routes = Array.isArray(entry.fullRouteCandidates) ? entry.fullRouteCandidates : [];
|
||||
return (
|
||||
<div className="col-12" key={home.id || home.ip || home.dns || Math.random()}>
|
||||
<div className="card">
|
||||
<div className="card-header d-flex flex-wrap gap-2 align-items-center justify-content-between">
|
||||
<h3 className="card-title mb-0 d-flex align-items-center">
|
||||
<IconRoute2 className="me-2" size={18} />
|
||||
{home.label || home.dns || home.ip || 'Home'}
|
||||
</h3>
|
||||
{best ? (
|
||||
<MetricBadge
|
||||
label="Вероятность оптимальности лучшего маршрута"
|
||||
value={`${best.probabilityOptimal}%`}
|
||||
tone="green"
|
||||
/>
|
||||
) : (
|
||||
<MetricBadge label="Статус" value="Нет полного маршрута до Exit" tone="orange" />
|
||||
)}
|
||||
</div>
|
||||
<div className="card-body">
|
||||
{best ? (
|
||||
<div className="mb-3">
|
||||
<div className="fw-semibold mb-2">Оптимальный маршрут</div>
|
||||
<div className="d-flex flex-wrap gap-2">
|
||||
<span className="badge bg-blue-lt text-blue">{best.home?.label || 'home'}</span>
|
||||
<span className="text-muted">→</span>
|
||||
<span className="badge bg-indigo-lt text-indigo">{best.jumphost?.label || 'jumphost'}</span>
|
||||
<span className="text-muted">→</span>
|
||||
<span className="badge bg-orange-lt text-orange">{best.exit?.label || 'exit'}</span>
|
||||
<MetricBadge label="Score" value={best.score} tone="primary" />
|
||||
<MetricBadge label="Confidence" value={best.confidence} tone="secondary" />
|
||||
</div>
|
||||
</div>
|
||||
) : null}
|
||||
|
||||
<div className="table-responsive">
|
||||
<table className="table table-vcenter card-table">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>Маршрут</th>
|
||||
<th>Вероятность</th>
|
||||
<th>Home→Jumphost</th>
|
||||
<th>Jumphost→Exit</th>
|
||||
<th>Score</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{routes.length === 0 ? (
|
||||
<tr>
|
||||
<td colSpan={5} className="text-muted">
|
||||
Полные маршруты до exit-ноды не найдены.
|
||||
</td>
|
||||
</tr>
|
||||
) : routes.map((r) => (
|
||||
<tr key={r.id}>
|
||||
<td>
|
||||
<span className="fw-semibold">{r.home?.label}</span>
|
||||
<span className="text-muted"> → </span>
|
||||
<span className="fw-semibold">{r.jumphost?.label}</span>
|
||||
<span className="text-muted"> → </span>
|
||||
<span className="fw-semibold">{r.exit?.label}</span>
|
||||
</td>
|
||||
<td>
|
||||
<span className="badge bg-green-lt text-green">{r.probabilityOptimal}%</span>
|
||||
</td>
|
||||
<td className="small text-muted">
|
||||
ping: {r.homeToJumphost?.pingMs ?? '—'} ms, speed: {r.homeToJumphost?.speedMbps ?? '—'} Mbps
|
||||
</td>
|
||||
<td className="small text-muted">
|
||||
ping: {r.jumphostToExit?.pingMs ?? '—'} ms, speed: {r.jumphostToExit?.speedMbps ?? '—'} Mbps
|
||||
</td>
|
||||
<td className="small">{r.score}</td>
|
||||
</tr>
|
||||
))}
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
);
|
||||
})}
|
||||
</div>
|
||||
</div>
|
||||
);
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user