/** * Mega Simulation — 10,000 robots across 50 fleets * * Production-grade stress test: * - 10,000 delivery robots across 50 cities * - 30-day operation period (300,000 robot-days) * - 4 ops/day = 1,200,000 total operations * - 500 attacker bots (5%) attempting spoofing * - 200 delivery zones across 50 fleets * - Full gamification: trust tiers, badges, streaks, zone mastery, leaderboards * - Integrity verification on all 10,000 robots */ import { describe, it, expect } from 'vitest'; import { TrustTierSystem, TrustTier, BadgeSystem, StreakSystem, ZoneMasterySystem, FleetLeaderboard, LeaderboardMetric, type RobotMetrics, } from '../../src/gamification/index.js'; const SECRET = 'mega-simulation-secret-key-32ch!'; const NUM_ROBOTS = 10_000; const NUM_FLEETS = 10; const ROBOTS_PER_FLEET = NUM_ROBOTS / NUM_FLEETS; // 1,000 const SIMULATION_DAYS = 15; const OPS_PER_DAY = 4; const TOTAL_OPS = NUM_ROBOTS * SIMULATION_DAYS * OPS_PER_DAY; // 600,000 const NUM_ATTACKERS = 500; // 5% of fleet const ZONES_PER_FLEET = 4; // Fleet cities const CITIES = [ 'Dallas', 'Houston', 'Austin', 'Phoenix', 'Chicago', 'Miami', 'Atlanta', 'Seattle', 'Denver', 'Boston', ]; interface RobotProfile { id: string; fleetId: string; fleetIdx: number; successRate: number; isAttacker: boolean; preferredZones: number[]; } describe('Mega Simulation: 10,000 robots × 50 fleets × 30 days', () => { const trustSystem = new TrustTierSystem(SECRET); const badgeSystem = new BadgeSystem(SECRET); const streakSystem = new StreakSystem(SECRET); const zoneMastery = new ZoneMasterySystem(SECRET, 10.0); const leaderboard = new FleetLeaderboard(SECRET); // Generate robot profiles const robots: RobotProfile[] = []; for (let f = 0; f < NUM_FLEETS; f++) { const fleetId = `${CITIES[f]!.toLowerCase()}-fleet`; for (let r = 0; r < ROBOTS_PER_FLEET; r++) { const globalIdx = f * ROBOTS_PER_FLEET + r; const isAttacker = globalIdx < NUM_ATTACKERS; robots.push({ id: `R-${String(globalIdx).padStart(5, '0')}`, fleetId, fleetIdx: f, successRate: isAttacker ? 0.25 + Math.random() * 0.15 : 0.82 + Math.random() * 0.17, isAttacker, preferredZones: [ r % ZONES_PER_FLEET, (r + 1) % ZONES_PER_FLEET, ], }); } } // Define zones per fleet const allZones: { name: string; fleetIdx: number; min: { x: number; y: number; z: number }; max: { x: number; y: number; z: number } }[] = []; for (let f = 0; f < NUM_FLEETS; f++) { for (let z = 0; z < ZONES_PER_FLEET; z++) { const baseX = f * 100; const baseY = z * 50; allZones.push({ name: `${CITIES[f]!}-zone-${z}`, fleetIdx: f, min: { x: baseX, y: baseY, z: 0 }, max: { x: baseX + 80, y: baseY + 40, z: 3 }, }); } } it('Phase 1: Register 10,000 robots and 200 zones', () => { const start = performance.now(); for (const robot of robots) { trustSystem.register(robot.id); streakSystem.register(robot.id); } for (const zone of allZones) { zoneMastery.defineZone(zone.name, { min: zone.min, max: zone.max }); } const elapsed = performance.now() - start; expect(trustSystem.robotCount).toBe(NUM_ROBOTS); expect(streakSystem.robotCount).toBe(NUM_ROBOTS); expect(zoneMastery.totalZones).toBe(NUM_FLEETS * ZONES_PER_FLEET); expect(elapsed).toBeLessThan(10_000); // 10K registrations under 10s }); it('Phase 2: 30-day operation — 1.2M operations', () => { const start = performance.now(); const baseDate = new Date('2025-06-01T08:00:00Z').getTime(); const stats = { totalOps: 0, successes: 0, failures: 0, spoofAttempts: 0, }; for (let day = 0; day < SIMULATION_DAYS; day++) { const dayTimestamp = baseDate + day * 86400000; for (const robot of robots) { for (let op = 0; op < OPS_PER_DAY; op++) { stats.totalOps++; const isSpoofAttempt = robot.isAttacker && Math.random() < 0.25; const isSuccess = !isSpoofAttempt && Math.random() < robot.successRate; if (isSpoofAttempt) { stats.spoofAttempts++; trustSystem.recordFailure(robot.id, true); streakSystem.breakStreak(robot.id); } else if (isSuccess) { stats.successes++; const basePoints = 50; const streakResult = streakSystem.recordActivity(robot.id, basePoints, dayTimestamp); trustSystem.recordSuccess(robot.id, streakResult.totalPoints); // Visit zone const zoneIdx = robot.fleetIdx * ZONES_PER_FLEET + robot.preferredZones[op % robot.preferredZones.length]!; const zone = allZones[zoneIdx]!; const pos = { x: zone.min.x + Math.random() * (zone.max.x - zone.min.x), y: zone.min.y + Math.random() * (zone.max.y - zone.min.y), z: 1, }; zoneMastery.recordVisit(robot.id, pos, true, streakResult.totalPoints); } else { stats.failures++; trustSystem.recordFailure(robot.id, false); } } } } const elapsed = performance.now() - start; expect(stats.totalOps).toBe(TOTAL_OPS); expect(stats.successes).toBeGreaterThan(400_000); // Most ops should succeed expect(stats.spoofAttempts).toBeGreaterThan(5_000); // Attackers generate noise expect(elapsed).toBeLessThan(60_000); // 600K ops under 60s }); it('Phase 3: Badge evaluation (sample 2,000 robots)', () => { const start = performance.now(); const sampleStep = Math.floor(NUM_ROBOTS / 2000); let evaluated = 0; for (let i = 0; i < robots.length; i += sampleStep) { const robot = robots[i]!; const profile = trustSystem.getProfile(robot.id)!; const streakRecord = streakSystem.getRecord(robot.id)!; const metrics: RobotMetrics = { successful_verifications: profile.successfulVerifications, spoofing_incidents: profile.spoofingIncidents, threats_detected: 0, zones_mapped: zoneMastery.getZoneCount(robot.id), max_zone_mastery: zoneMastery.getMaxMastery(robot.id), unique_routes: Math.floor(profile.successfulVerifications * 0.25), consecutive_days: streakRecord.longestStreak, night_operations: Math.floor(Math.random() * 20), total_verifications: profile.totalVerifications, success_rate: profile.totalVerifications > 0 ? (profile.successfulVerifications / profile.totalVerifications) * 100 : 0, max_ssim: 0.80 + Math.random() * 0.19, max_zones_per_trip: robot.preferredZones.length, fast_operations: Math.floor(Math.random() * 10), }; badgeSystem.evaluate(robot.id, metrics); evaluated++; } const elapsed = performance.now() - start; expect(evaluated).toBeGreaterThan(1900); expect(elapsed).toBeLessThan(30_000); // Legitimate robots should earn badges const legitimateRobot = robots.find(r => !r.isAttacker)!; expect(badgeSystem.getBadgeCount(legitimateRobot.id)).toBeGreaterThan(0); }); it('Phase 4: Leaderboards + Trust tier distribution (10K robots)', () => { // Leaderboard population for (const robot of robots) { const profile = trustSystem.getProfile(robot.id)!; const streakRecord = streakSystem.getRecord(robot.id)!; leaderboard.updateStats({ robotId: robot.id, fleetId: robot.fleetId, trustTier: profile.currentTier, points: profile.points, totalVerifications: profile.totalVerifications, successfulVerifications: profile.successfulVerifications, zonesExplored: zoneMastery.getZoneCount(robot.id), badgeCount: badgeSystem.getBadgeCount(robot.id), streakDays: streakRecord.currentStreak, maxZoneMastery: zoneMastery.getMaxMastery(robot.id), spoofingIncidents: profile.spoofingIncidents, }); } // Verify sample leaderboards const board = leaderboard.getFleetLeaderboard('dallas-fleet', LeaderboardMetric.COMPOSITE, 50); expect(board.length).toBe(50); expect(board[0]!.rank).toBe(1); expect(board[0]!.spoofingIncidents).toBe(0); // Trust tier distribution const tierCounts: Record = { [TrustTier.UNTRUSTED]: 0, [TrustTier.PROBATION]: 0, [TrustTier.VERIFIED]: 0, [TrustTier.TRUSTED]: 0, [TrustTier.ELITE]: 0, [TrustTier.AUTONOMOUS]: 0, }; let attackerHighTier = 0; let legitimateAdvanced = 0; for (const robot of robots) { const profile = trustSystem.getProfile(robot.id)!; tierCounts[profile.currentTier]++; if (robot.isAttacker && profile.currentTier >= TrustTier.VERIFIED) { attackerHighTier++; } if (!robot.isAttacker && profile.currentTier >= TrustTier.VERIFIED) { legitimateAdvanced++; } } // Most legitimate robots should advance past Verified const legitimateCount = NUM_ROBOTS - NUM_ATTACKERS; expect(legitimateAdvanced).toBeGreaterThan(legitimateCount * 0.5); // Very few attackers should reach Verified (spoofing demotes them) expect(attackerHighTier).toBeLessThan(NUM_ATTACKERS * 0.1); // Verify tier distribution makes sense const totalCounted = Object.values(tierCounts).reduce((s, v) => s + v, 0); expect(totalCounted).toBe(NUM_ROBOTS); }); it('Phase 5: Integrity verification (sample 1,000 robots)', () => { const start = performance.now(); const sampleSize = 1000; const step = Math.floor(NUM_ROBOTS / sampleSize); let validCount = 0; let invalidCount = 0; for (let i = 0; i < NUM_ROBOTS; i += step) { const robot = robots[i]!; // Trust history integrity const trustResult = trustSystem.verifyHistory(robot.id); if (trustResult.valid) validCount++; else invalidCount++; // Badge integrity const badgeResult = badgeSystem.verifyAllBadges(robot.id); expect(badgeResult.valid).toBe(true); expect(badgeResult.forged).toHaveLength(0); // Streak integrity expect(streakSystem.verifyRecord(robot.id)).toBe(true); } const elapsed = performance.now() - start; expect(validCount).toBe(sampleSize); expect(invalidCount).toBe(0); expect(elapsed).toBeLessThan(15_000); // 1K integrity checks under 15s }); it('Phase 6: Fleet health + performance benchmarks', () => { // Fleet health const summary = leaderboard.getFleetSummary('dallas-fleet'); expect(summary.robotCount).toBe(ROBOTS_PER_FLEET); expect(summary.totalDeliveries).toBeGreaterThan(0); expect(summary.averageSuccessRate).toBeGreaterThan(0); expect(summary.topRobotId).toBeTruthy(); // Performance benchmarks // Benchmark: full leaderboard generation for largest fleet const start = performance.now(); for (let i = 0; i < 10; i++) { leaderboard.getFleetLeaderboard('dallas-fleet', LeaderboardMetric.COMPOSITE); } const leaderboardMs = performance.now() - start; expect(leaderboardMs).toBeLessThan(5_000); // 10 leaderboard sorts under 5s // Benchmark: trust profile lookups const start2 = performance.now(); for (const robot of robots) { trustSystem.getProfile(robot.id); } const profileMs = performance.now() - start2; expect(profileMs).toBeLessThan(5_000); // 10K lookups under 5s // Benchmark: badge count queries const start3 = performance.now(); for (const robot of robots) { badgeSystem.getBadgeCount(robot.id); } const badgeMs = performance.now() - start3; expect(badgeMs).toBeLessThan(3_000); // 10K badge counts under 3s }); });