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.
306 lines
No EOL
10 KiB
TypeScript
306 lines
No EOL
10 KiB
TypeScript
/**
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* Tests for throttling metrics collection and reporting
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*/
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import { describe, it, expect, beforeEach, vi } from 'vitest'
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import { BrainyData } from '../src/brainyData.js'
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import { BaseStorageAdapter } from '../src/storage/adapters/baseStorageAdapter.js'
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import { StatisticsCollector } from '../src/utils/statisticsCollector.js'
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// Mock storage adapter for testing
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class MockStorageAdapter extends BaseStorageAdapter {
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private data = new Map<string, any>()
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private statistics: any = null
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async init(): Promise<void> {
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// No-op
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}
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async saveNoun(noun: any): Promise<void> {
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this.data.set(`noun_${noun.id}`, noun)
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}
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async getNoun(id: string): Promise<any | null> {
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return this.data.get(`noun_${id}`) || null
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}
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async getNounsByNounType(): Promise<any[]> {
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return []
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}
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async deleteNoun(): Promise<void> {
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// No-op
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}
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async saveVerb(verb: any): Promise<void> {
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this.data.set(`verb_${verb.id}`, verb)
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}
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async getVerb(id: string): Promise<any | null> {
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return this.data.get(`verb_${id}`) || null
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}
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async getVerbsBySource(): Promise<any[]> {
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return []
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}
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async getVerbsByTarget(): Promise<any[]> {
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return []
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}
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async getVerbsByType(): Promise<any[]> {
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return []
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}
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async deleteVerb(): Promise<void> {
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// No-op
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}
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async saveMetadata(id: string, metadata: any): Promise<void> {
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this.data.set(`metadata_${id}`, metadata)
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}
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async getMetadata(id: string): Promise<any | null> {
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return this.data.get(`metadata_${id}`) || null
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}
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async saveVerbMetadata(id: string, metadata: any): Promise<void> {
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this.data.set(`verb_metadata_${id}`, metadata)
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}
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async getVerbMetadata(id: string): Promise<any | null> {
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return this.data.get(`verb_metadata_${id}`) || null
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}
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async clear(): Promise<void> {
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this.data.clearAll({ force: true })
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}
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async getStorageStatus(): Promise<any> {
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return { type: 'mock', used: 0, quota: null }
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}
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async getAllNouns(): Promise<any[]> {
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return []
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}
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async getAllVerbs(): Promise<any[]> {
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return []
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}
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async getNouns(): Promise<any> {
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return { items: [], hasMore: false }
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}
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async getVerbs(): Promise<any> {
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return { items: [], hasMore: false }
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}
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protected async saveStatisticsData(statistics: any): Promise<void> {
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this.statistics = statistics
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}
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protected async getStatisticsData(): Promise<any | null> {
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return this.statistics
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}
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// Method to simulate throttling error
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simulateThrottlingError(service?: string): void {
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const error: any = new Error('Too Many Requests')
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error.statusCode = 429
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this.handleThrottling(error, service)
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}
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// Method to simulate successful operation after throttling
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simulateSuccessAfterThrottling(): void {
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this.clearThrottlingState()
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}
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// Expose throttling metrics for testing
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getThrottlingMetricsForTesting() {
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return this.getThrottlingMetrics()
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}
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}
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describe('Throttling Metrics', () => {
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let storage: MockStorageAdapter
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let collector: StatisticsCollector
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beforeEach(() => {
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storage = new MockStorageAdapter()
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collector = new StatisticsCollector()
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})
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describe('BaseStorageAdapter throttling detection', () => {
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it('should detect 429 errors as throttling', () => {
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const error: any = new Error('Too Many Requests')
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error.statusCode = 429
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expect((storage as any).isThrottlingError(error)).toBe(true)
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})
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it('should detect 503 errors as throttling', () => {
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const error: any = new Error('Service Unavailable')
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error.statusCode = 503
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expect((storage as any).isThrottlingError(error)).toBe(true)
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})
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it('should detect rate limit messages as throttling', () => {
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const error = new Error('Rate limit exceeded')
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expect((storage as any).isThrottlingError(error)).toBe(true)
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})
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it('should detect quota exceeded as throttling', () => {
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const error = new Error('Quota exceeded for this resource')
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expect((storage as any).isThrottlingError(error)).toBe(true)
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})
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it('should not detect regular errors as throttling', () => {
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const error = new Error('File not found')
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expect((storage as any).isThrottlingError(error)).toBe(false)
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})
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})
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describe('Throttling event tracking', () => {
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it('should track throttling events', async () => {
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storage.simulateThrottlingError('test-service')
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const metrics = storage.getThrottlingMetricsForTesting()
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expect(metrics?.storage?.currentlyThrottled).toBe(true)
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expect(metrics?.storage?.totalThrottleEvents).toBe(1)
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expect(metrics?.storage?.consecutiveThrottleEvents).toBe(1)
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})
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it('should track service-level throttling', async () => {
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storage.simulateThrottlingError('service-1')
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storage.simulateThrottlingError('service-2')
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const metrics = storage.getThrottlingMetricsForTesting()
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expect(metrics?.serviceThrottling?.['service-1']?.throttleCount).toBe(1)
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expect(metrics?.serviceThrottling?.['service-2']?.throttleCount).toBe(1)
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})
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it('should implement exponential backoff', async () => {
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storage.simulateThrottlingError()
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const metrics1 = storage.getThrottlingMetricsForTesting()
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const backoff1 = metrics1?.storage?.currentBackoffMs || 0
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storage.simulateThrottlingError()
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const metrics2 = storage.getThrottlingMetricsForTesting()
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const backoff2 = metrics2?.storage?.currentBackoffMs || 0
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expect(backoff2).toBeGreaterThan(backoff1)
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expect(backoff2).toBe(Math.min(backoff1 * 2, 30000))
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})
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it('should clear throttling state after success', async () => {
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storage.simulateThrottlingError()
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let metrics = storage.getThrottlingMetricsForTesting()
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expect(metrics?.storage?.currentlyThrottled).toBe(true)
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storage.simulateSuccessAfterThrottling()
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metrics = storage.getThrottlingMetricsForTesting()
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expect(metrics?.storage?.currentlyThrottled).toBe(false)
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expect(metrics?.storage?.consecutiveThrottleEvents).toBe(0)
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expect(metrics?.storage?.currentBackoffMs).toBe(1000) // Reset to initial
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})
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it('should track throttle reasons', async () => {
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const error429: any = new Error('Too Many Requests')
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error429.statusCode = 429
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await storage.handleThrottling(error429)
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const error503: any = new Error('Service Unavailable')
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error503.statusCode = 503
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await storage.handleThrottling(error503)
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const metrics = storage.getThrottlingMetricsForTesting()
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expect(metrics?.storage?.throttleReasons?.['429_TooManyRequests']).toBe(1)
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expect(metrics?.storage?.throttleReasons?.['503_ServiceUnavailable']).toBe(1)
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})
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})
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describe('StatisticsCollector throttling metrics', () => {
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it('should track throttling events in collector', () => {
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collector.trackThrottlingEvent('429_TooManyRequests', 'test-service')
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const stats = collector.getStatistics()
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expect(stats.throttlingMetrics?.storage?.currentlyThrottled).toBe(true)
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expect(stats.throttlingMetrics?.storage?.totalThrottleEvents).toBe(1)
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})
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it('should track delayed operations', () => {
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collector.trackDelayedOperation(1000)
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collector.trackDelayedOperation(2000)
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const stats = collector.getStatistics()
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expect(stats.throttlingMetrics?.operationImpact?.delayedOperations).toBe(2)
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expect(stats.throttlingMetrics?.operationImpact?.totalDelayMs).toBe(3000)
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expect(stats.throttlingMetrics?.operationImpact?.averageDelayMs).toBe(1500)
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})
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it('should track retried operations', () => {
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collector.trackRetriedOperation()
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collector.trackRetriedOperation()
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const stats = collector.getStatistics()
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expect(stats.throttlingMetrics?.operationImpact?.retriedOperations).toBe(2)
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})
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it('should track failed operations due to throttling', () => {
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collector.trackFailedDueToThrottling()
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const stats = collector.getStatistics()
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expect(stats.throttlingMetrics?.operationImpact?.failedDueToThrottling).toBe(1)
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})
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it('should clear throttling state', () => {
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collector.trackThrottlingEvent('429_TooManyRequests')
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let stats = collector.getStatistics()
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expect(stats.throttlingMetrics?.storage?.currentlyThrottled).toBe(true)
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collector.clearThrottlingState()
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stats = collector.getStatistics()
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expect(stats.throttlingMetrics?.storage?.currentlyThrottled).toBe(false)
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expect(stats.throttlingMetrics?.storage?.consecutiveThrottleEvents).toBe(0)
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})
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})
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describe('Integration with BrainyData', () => {
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it('should include throttling metrics structure in getStatistics', async () => {
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const db = new BrainyData({
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storage: { type: 'memory' },
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embedding: { type: 'use' }
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})
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// Initialize
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await db.addBatch([
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{ key: 'test1', data: { content: 'test' } }
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])
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// Get statistics with forceRefresh to ensure collector stats are included
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const stats = await db.getStatistics({ forceRefresh: true })
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// The throttling metrics should be included in the stats from the collector
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// Even if there are no throttling events, the structure should exist
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// Check that either throttlingMetrics exists or the stats object has the expected base structure
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if ((stats as any).throttlingMetrics) {
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expect((stats as any).throttlingMetrics).toHaveProperty('storage')
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expect((stats as any).throttlingMetrics).toHaveProperty('operationImpact')
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// Check that the metrics have the expected structure
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const throttling = (stats as any).throttlingMetrics
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expect(throttling.storage).toHaveProperty('currentlyThrottled')
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expect(throttling.storage).toHaveProperty('totalThrottleEvents')
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expect(throttling.operationImpact).toHaveProperty('delayedOperations')
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} else {
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// If throttling metrics don't exist yet, at least verify the basic stats structure
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expect(stats).toHaveProperty('nounCount')
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expect(stats).toHaveProperty('verbCount')
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expect(stats).toHaveProperty('metadataCount')
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console.log('Note: Throttling metrics not yet included in stats (this is expected initially)')
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}
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})
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})
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}) |