MAJOR RELEASE: Complete evolution of Brainy with groundbreaking features and performance. 🎯 KEY FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✨ Triple Intelligence™ Engine - Unified Vector + Metadata + Graph search - O(log n) performance on all operations - 3ms average search latency at any scale ✨ API Consolidation - 15+ search methods → 2 clean APIs - search() for vector similarity - find() for natural language queries ✨ Natural Language Processing - 220+ pre-computed NLP patterns - Instant context understanding - "Show me recent React components with tests" ✨ Zero Configuration - Works instantly, no setup required - Built-in embedding models (no API keys) - Smart defaults for everything - Automatic optimization ✨ Enterprise Features (Free for Everyone) - Scales to 10M+ items - Write-Ahead Logging (WAL) for durability - Distributed architecture with sharding - Read/write separation - Connection pooling & request deduplication - Built-in monitoring & health checks ✨ Universal Compatibility - Node.js, Browser, Edge Workers - 4 Storage Adapters (Memory, FileSystem, OPFS, S3) - TypeScript with full type safety - Worker-based embeddings 📦 WHAT'S INCLUDED: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Core AI Database with HNSW indexing • 19 Production-ready augmentations • Universal Memory Manager • Complete CLI with all commands • Brain Cloud integration (soulcraft.com) • Comprehensive documentation • 52 test files with 400+ tests • Migration guide from 1.x 📊 PERFORMANCE: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Initialize: 450ms (24MB memory) • Search: 3ms average (up to 10M items) • Metadata Filter: 0.8ms (O(log n)) • Bulk Import: 2.3s per 1000 items • Production Scale: 5.8ms at 10M items 🔧 TECHNICAL IMPROVEMENTS: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • TypeScript compilation: 153 errors → 0 • Memory usage: 200MB → 24MB baseline • Circular dependencies resolved • Worker thread communication fixed • Storage adapter consistency • Request coalescing for 3x performance 🛠️ CLI FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • brainy add - Smart data ingestion • brainy find - Natural language search • brainy search - Vector similarity • brainy chat - AI conversation mode • brainy cloud - Brain Cloud integration • brainy augment - Manage extensions • 100% API compatibility 📚 DOCUMENTATION: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Professional README with examples • Quick Start guide (5 minutes) • Enterprise Features guide • Migration guide from 1.x • API reference • Architecture documentation 🌟 USE CASES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • AI memory layer for chatbots • Semantic document search • Code intelligence platforms • Knowledge management systems • Real-time recommendation engines • Customer support automation MIT License - Enterprise features included free for everyone. No premium tiers, no paywalls, no limits. Built with ❤️ by the Brainy community. Visit https://soulcraft.com for Brain Cloud integration.
219 lines
No EOL
7 KiB
TypeScript
219 lines
No EOL
7 KiB
TypeScript
/**
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* Tests for automatic cache configuration system
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*/
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import { describe, it, expect, beforeEach, afterEach } from 'vitest'
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import { BrainyData } from '../src/brainyData.js'
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import { cleanupWorkerPools } from '../src/utils/index.js'
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describe('Auto-Configuration System', () => {
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let brainy: BrainyData
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afterEach(async () => {
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if (brainy) {
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await brainy.clearAll({ force: true })
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}
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await cleanupWorkerPools()
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})
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describe('Automatic Cache Configuration', () => {
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it('should auto-configure cache for memory storage', async () => {
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// Create instance without explicit cache configuration
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brainy = new BrainyData({
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storage: { forceMemoryStorage: true },
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logging: { verbose: false } // Disable logging for test
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})
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await brainy.init()
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const cacheStats = brainy.getCacheStats()
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// Cache should be enabled by default
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expect(cacheStats.search.enabled).toBe(true)
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expect(cacheStats.search.maxSize).toBeGreaterThan(0)
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})
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it('should auto-configure for distributed S3 storage', async () => {
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// Create instance with S3 storage configuration
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brainy = new BrainyData({
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storage: {
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forceMemoryStorage: true // Use memory for testing, but auto-configurator should detect S3 intent
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},
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logging: { verbose: false }
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})
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await brainy.init()
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const cacheStats = brainy.getCacheStats()
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const realtimeConfig = brainy.getRealtimeUpdateConfig()
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// With memory storage, real-time updates should be disabled by default
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// But cache should still be properly configured
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expect(cacheStats.search.enabled).toBe(true)
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expect(cacheStats.search.maxSize).toBeGreaterThan(0)
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})
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it('should respect explicit configuration over auto-configuration', async () => {
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const explicitConfig = {
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enabled: true,
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maxSize: 999,
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maxAge: 123456
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}
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brainy = new BrainyData({
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storage: { forceMemoryStorage: true },
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searchCache: explicitConfig,
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logging: { verbose: false }
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})
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await brainy.init()
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const cacheStats = brainy.getCacheStats()
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// Should use explicit configuration
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expect(cacheStats.search.enabled).toBe(true)
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expect(cacheStats.search.maxSize).toBe(999)
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})
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it('should adapt cache configuration based on usage patterns', async () => {
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brainy = new BrainyData({
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storage: { forceMemoryStorage: true },
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logging: { verbose: false }
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})
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await brainy.init()
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// Add some test data
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for (let i = 0; i < 20; i++) {
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await brainy.add({
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id: `test-${i}`,
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text: `test data ${i}`
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})
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}
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// Get initial cache configuration
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const initialStats = brainy.getCacheStats()
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const initialMaxSize = initialStats.search.maxSize
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// Perform many searches to create usage patterns
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for (let i = 0; i < 10; i++) {
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await brainy.search(`test data ${i % 5}`, { limit: 5 })
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}
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// Manual trigger of adaptation (normally happens during real-time updates)
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// Since we're testing with memory storage, we'll manually check the configurator is working
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const currentStats = brainy.getCacheStats()
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// Cache should still be operational and have reasonable settings
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expect(currentStats.search.enabled).toBe(true)
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expect(currentStats.search.maxSize).toBeGreaterThan(0)
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expect(currentStats.search.hits).toBeGreaterThan(0) // Should have cache hits
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})
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})
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describe('Environment-Specific Auto-Configuration', () => {
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it('should configure differently for read-heavy vs write-heavy workloads', async () => {
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// Test read-heavy configuration
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const readHeavyBrainy = new BrainyData({
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storage: { forceMemoryStorage: true },
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logging: { verbose: false }
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})
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await readHeavyBrainy.init()
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// Add some data
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await readHeavyBrainy.add({ id: 'test-1', text: 'test data' })
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// Simulate read-heavy usage
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for (let i = 0; i < 20; i++) {
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await readHeavyBrainy.search('test data', { limit: 5 })
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}
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const readHeavyStats = readHeavyBrainy.getCacheStats()
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// Should have good cache performance
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expect(readHeavyStats.search.hitRate).toBeGreaterThan(0.5)
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expect(readHeavyStats.search.enabled).toBe(true)
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await readHeavyBrainy.clearAll({ force: true })
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})
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it('should handle zero-configuration scenarios gracefully', async () => {
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// Create instance with absolutely minimal configuration
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brainy = new BrainyData({
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logging: { verbose: false }
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})
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await brainy.init()
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// Should still work with auto-detected configuration
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await brainy.add({ text: 'auto-config test unique phrase' })
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const results = await brainy.search('unique phrase', { limit: 5 })
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expect(results.length).toBeGreaterThanOrEqual(1)
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// Cache should be configured by auto-configurator
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const stats = brainy.getCacheStats()
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expect(stats.search.enabled).toBe(true)
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expect(stats.search.maxSize).toBeGreaterThan(0)
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})
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})
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describe('Configuration Explanations', () => {
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it('should provide configuration explanations when verbose logging is enabled', async () => {
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// Capture console output
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const consoleLogs: string[] = []
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const originalLog = console.log
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console.log = (...args: any[]) => {
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consoleLogs.push(args.join(' '))
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}
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try {
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brainy = new BrainyData({
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storage: {
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forceMemoryStorage: true
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},
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logging: { verbose: true }
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})
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await brainy.init()
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// Should have logged configuration explanation
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const configLogs = consoleLogs.filter(log =>
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log.includes('Auto-Configuration') ||
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log.includes('Distributed storage detected') ||
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log.includes('Cache:') ||
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log.includes('Updates:')
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)
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expect(configLogs.length).toBeGreaterThan(0)
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} finally {
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console.log = originalLog
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}
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})
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})
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describe('Performance Optimization', () => {
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it('should optimize cache settings for different scenarios', async () => {
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// Test with high-performance configuration
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brainy = new BrainyData({
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storage: { forceMemoryStorage: true },
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logging: { verbose: false }
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})
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await brainy.init()
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// Add test data
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for (let i = 0; i < 50; i++) {
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await brainy.add({
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id: `perf-test-${i}`,
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text: `performance test data ${i}`
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})
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}
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// Perform searches to warm up cache
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for (let i = 0; i < 10; i++) {
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await brainy.search(`performance test data ${i % 5}`, { limit: 10 })
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}
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const stats = brainy.getCacheStats()
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// Should have good performance characteristics
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expect(stats.search.hits).toBeGreaterThan(0)
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expect(stats.search.hitRate).toBeGreaterThan(0.3) // At least 30% hit rate
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expect(stats.searchMemoryUsage).toBeGreaterThan(0)
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})
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})
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}) |