🧠 Brainy 2.0.0 - Zero-Configuration AI Database with Triple Intelligence™
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.
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src/storage/adapters/baseStorageAdapter.ts
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src/storage/adapters/baseStorageAdapter.ts
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/**
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* Base Storage Adapter
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* Provides common functionality for all storage adapters, including statistics tracking
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*/
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import { StatisticsData, StorageAdapter } from '../../coreTypes.js'
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import { extractFieldNamesFromJson, mapToStandardField } from '../../utils/fieldNameTracking.js'
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/**
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* Base class for storage adapters that implements statistics tracking
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*/
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export abstract class BaseStorageAdapter implements StorageAdapter {
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// Abstract methods that must be implemented by subclasses
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abstract init(): Promise<void>
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abstract saveNoun(noun: any): Promise<void>
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abstract getNoun(id: string): Promise<any | null>
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abstract getNounsByNounType(nounType: string): Promise<any[]>
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abstract deleteNoun(id: string): Promise<void>
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abstract saveVerb(verb: any): Promise<void>
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abstract getVerb(id: string): Promise<any | null>
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abstract getVerbsBySource(sourceId: string): Promise<any[]>
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abstract getVerbsByTarget(targetId: string): Promise<any[]>
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abstract getVerbsByType(type: string): Promise<any[]>
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abstract deleteVerb(id: string): Promise<void>
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abstract saveMetadata(id: string, metadata: any): Promise<void>
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abstract getMetadata(id: string): Promise<any | null>
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abstract saveVerbMetadata(id: string, metadata: any): Promise<void>
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abstract getVerbMetadata(id: string): Promise<any | null>
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abstract clear(): Promise<void>
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abstract getStorageStatus(): Promise<{
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type: string
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used: number
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quota: number | null
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details?: Record<string, any>
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}>
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// NOTE: getAllNouns and getAllVerbs have been removed to prevent expensive full scans.
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// Use getNouns() and getVerbs() with pagination instead.
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/**
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* Get nouns with pagination and filtering
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* @param options Pagination and filtering options
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* @returns Promise that resolves to a paginated result of nouns
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*/
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abstract getNouns(options?: {
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pagination?: {
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offset?: number
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limit?: number
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cursor?: string
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}
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filter?: {
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nounType?: string | string[]
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service?: string | string[]
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metadata?: Record<string, any>
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}
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}): Promise<{
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items: any[]
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totalCount?: number
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hasMore: boolean
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nextCursor?: string
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}>
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/**
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* Get verbs with pagination and filtering
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* @param options Pagination and filtering options
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* @returns Promise that resolves to a paginated result of verbs
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*/
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abstract getVerbs(options?: {
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pagination?: {
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offset?: number
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limit?: number
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cursor?: string
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}
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filter?: {
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verbType?: string | string[]
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sourceId?: string | string[]
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targetId?: string | string[]
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service?: string | string[]
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metadata?: Record<string, any>
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}
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}): Promise<{
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items: any[]
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totalCount?: number
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hasMore: boolean
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nextCursor?: string
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}>
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// Statistics cache
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protected statisticsCache: StatisticsData | null = null
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// Batch update timer ID
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protected statisticsBatchUpdateTimerId: NodeJS.Timeout | null = null
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// Flag to indicate if statistics have been modified since last save
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protected statisticsModified = false
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// Time of last statistics flush to storage
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protected lastStatisticsFlushTime = 0
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// Minimum time between statistics flushes (5 seconds)
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protected readonly MIN_FLUSH_INTERVAL_MS = 5000
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// Maximum time to wait before flushing statistics (30 seconds)
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protected readonly MAX_FLUSH_DELAY_MS = 30000
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// Throttling tracking properties
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protected throttlingDetected = false
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protected throttlingBackoffMs = 1000 // Start with 1 second
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protected maxBackoffMs = 30000 // Max 30 seconds
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protected consecutiveThrottleEvents = 0
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protected lastThrottleTime = 0
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protected totalThrottleEvents = 0
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protected throttleEventsByHour: number[] = new Array(24).fill(0)
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protected throttleReasons: Record<string, number> = {}
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protected lastThrottleHourIndex = -1
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// Operation impact tracking
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protected delayedOperations = 0
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protected retriedOperations = 0
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protected failedDueToThrottling = 0
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protected totalDelayMs = 0
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// Service-level throttling
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protected serviceThrottling: Map<string, {
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throttleCount: number
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lastThrottle: number
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status: 'normal' | 'throttled' | 'recovering'
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}> = new Map()
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// Statistics-specific methods that must be implemented by subclasses
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protected abstract saveStatisticsData(
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statistics: StatisticsData
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): Promise<void>
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protected abstract getStatisticsData(): Promise<StatisticsData | null>
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/**
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* Save statistics data
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* @param statistics The statistics data to save
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*/
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async saveStatistics(statistics: StatisticsData): Promise<void> {
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// Update the cache with a deep copy to avoid reference issues
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this.statisticsCache = {
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nounCount: { ...statistics.nounCount },
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verbCount: { ...statistics.verbCount },
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metadataCount: { ...statistics.metadataCount },
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hnswIndexSize: statistics.hnswIndexSize,
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lastUpdated: statistics.lastUpdated,
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// Include serviceActivity if present
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...(statistics.serviceActivity && {
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serviceActivity: Object.fromEntries(
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Object.entries(statistics.serviceActivity).map(([k, v]) => [k, {...v}])
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)
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}),
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// Include services if present
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...(statistics.services && {
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services: statistics.services.map(s => ({...s}))
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})
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}
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// Schedule a batch update instead of saving immediately
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this.scheduleBatchUpdate()
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}
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/**
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* Get statistics data
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* @returns Promise that resolves to the statistics data
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*/
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async getStatistics(): Promise<StatisticsData | null> {
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// If we have cached statistics, return a deep copy
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if (this.statisticsCache) {
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return {
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nounCount: { ...this.statisticsCache.nounCount },
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verbCount: { ...this.statisticsCache.verbCount },
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metadataCount: { ...this.statisticsCache.metadataCount },
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hnswIndexSize: this.statisticsCache.hnswIndexSize,
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lastUpdated: this.statisticsCache.lastUpdated
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}
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}
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// Otherwise, get from storage
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const statistics = await this.getStatisticsData()
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// If we found statistics, update the cache
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if (statistics) {
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// Update the cache with a deep copy
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this.statisticsCache = {
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nounCount: { ...statistics.nounCount },
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verbCount: { ...statistics.verbCount },
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metadataCount: { ...statistics.metadataCount },
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hnswIndexSize: statistics.hnswIndexSize,
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lastUpdated: statistics.lastUpdated
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}
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}
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return statistics
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}
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/**
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* Schedule a batch update of statistics
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*/
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protected scheduleBatchUpdate(): void {
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// Mark statistics as modified
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this.statisticsModified = true
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// If a timer is already set, don't set another one
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if (this.statisticsBatchUpdateTimerId !== null) {
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return
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}
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// Calculate time since last flush
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const now = Date.now()
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const timeSinceLastFlush = now - this.lastStatisticsFlushTime
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// If we've recently flushed, wait longer before the next flush
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const delayMs =
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timeSinceLastFlush < this.MIN_FLUSH_INTERVAL_MS
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? this.MAX_FLUSH_DELAY_MS
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: this.MIN_FLUSH_INTERVAL_MS
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// Schedule the batch update
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this.statisticsBatchUpdateTimerId = setTimeout(() => {
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this.flushStatistics()
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}, delayMs)
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}
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/**
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* Flush statistics to storage
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*/
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protected async flushStatistics(): Promise<void> {
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// Clear the timer
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if (this.statisticsBatchUpdateTimerId !== null) {
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clearTimeout(this.statisticsBatchUpdateTimerId)
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this.statisticsBatchUpdateTimerId = null
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}
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// If statistics haven't been modified, no need to flush
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if (!this.statisticsModified || !this.statisticsCache) {
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return
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}
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try {
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// Save the statistics to storage
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await this.saveStatisticsData(this.statisticsCache)
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// Update the last flush time
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this.lastStatisticsFlushTime = Date.now()
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// Reset the modified flag
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this.statisticsModified = false
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} catch (error) {
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console.error('Failed to flush statistics data:', error)
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// Mark as still modified so we'll try again later
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this.statisticsModified = true
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// Don't throw the error to avoid disrupting the application
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}
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}
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/**
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* Increment a statistic counter
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* @param type The type of statistic to increment ('noun', 'verb', 'metadata')
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* @param service The service that inserted the data
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* @param amount The amount to increment by (default: 1)
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*/
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async incrementStatistic(
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type: 'noun' | 'verb' | 'metadata',
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service: string,
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amount: number = 1
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): Promise<void> {
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// Get current statistics from cache or storage
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let statistics = this.statisticsCache
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if (!statistics) {
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statistics = await this.getStatisticsData()
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if (!statistics) {
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statistics = this.createDefaultStatistics()
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}
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// Update the cache
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this.statisticsCache = {
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nounCount: { ...statistics.nounCount },
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verbCount: { ...statistics.verbCount },
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metadataCount: { ...statistics.metadataCount },
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hnswIndexSize: statistics.hnswIndexSize,
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lastUpdated: statistics.lastUpdated,
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// Include serviceActivity if present
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...(statistics.serviceActivity && {
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serviceActivity: Object.fromEntries(
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Object.entries(statistics.serviceActivity).map(([k, v]) => [k, {...v}])
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)
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}),
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// Include services if present
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...(statistics.services && {
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services: statistics.services.map(s => ({...s}))
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})
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}
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}
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// Increment the appropriate counter
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const counterMap = {
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noun: this.statisticsCache!.nounCount,
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verb: this.statisticsCache!.verbCount,
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metadata: this.statisticsCache!.metadataCount
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}
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const counter = counterMap[type]
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counter[service] = (counter[service] || 0) + amount
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// Track service activity
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this.trackServiceActivity(service, 'add')
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// Update timestamp
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this.statisticsCache!.lastUpdated = new Date().toISOString()
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// Schedule a batch update instead of saving immediately
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this.scheduleBatchUpdate()
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}
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/**
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* Track service activity (first/last activity, operation counts)
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* @param service The service name
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* @param operation The operation type
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*/
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protected trackServiceActivity(
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service: string,
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operation: 'add' | 'update' | 'delete'
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): void {
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if (!this.statisticsCache) {
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return
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}
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// Initialize serviceActivity if it doesn't exist
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if (!this.statisticsCache.serviceActivity) {
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this.statisticsCache.serviceActivity = {}
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}
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const now = new Date().toISOString()
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const activity = this.statisticsCache.serviceActivity[service]
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if (!activity) {
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// First activity for this service
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this.statisticsCache.serviceActivity[service] = {
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firstActivity: now,
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lastActivity: now,
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totalOperations: 1
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}
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} else {
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// Update existing activity
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activity.lastActivity = now
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activity.totalOperations++
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}
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}
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/**
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* Decrement a statistic counter
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* @param type The type of statistic to decrement ('noun', 'verb', 'metadata')
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* @param service The service that inserted the data
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* @param amount The amount to decrement by (default: 1)
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*/
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async decrementStatistic(
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type: 'noun' | 'verb' | 'metadata',
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service: string,
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amount: number = 1
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): Promise<void> {
|
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// Get current statistics from cache or storage
|
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let statistics = this.statisticsCache
|
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if (!statistics) {
|
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statistics = await this.getStatisticsData()
|
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if (!statistics) {
|
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statistics = this.createDefaultStatistics()
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}
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// Update the cache
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this.statisticsCache = {
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nounCount: { ...statistics.nounCount },
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verbCount: { ...statistics.verbCount },
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metadataCount: { ...statistics.metadataCount },
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hnswIndexSize: statistics.hnswIndexSize,
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lastUpdated: statistics.lastUpdated,
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// Include serviceActivity if present
|
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...(statistics.serviceActivity && {
|
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serviceActivity: Object.fromEntries(
|
||||
Object.entries(statistics.serviceActivity).map(([k, v]) => [k, {...v}])
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||||
)
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}),
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// Include services if present
|
||||
...(statistics.services && {
|
||||
services: statistics.services.map(s => ({...s}))
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||||
})
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||||
}
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}
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// Decrement the appropriate counter
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const counterMap = {
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||||
noun: this.statisticsCache!.nounCount,
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verb: this.statisticsCache!.verbCount,
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metadata: this.statisticsCache!.metadataCount
|
||||
}
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const counter = counterMap[type]
|
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counter[service] = Math.max(0, (counter[service] || 0) - amount)
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// Track service activity
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this.trackServiceActivity(service, 'delete')
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|
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// Update timestamp
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this.statisticsCache!.lastUpdated = new Date().toISOString()
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// Schedule a batch update instead of saving immediately
|
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this.scheduleBatchUpdate()
|
||||
}
|
||||
|
||||
/**
|
||||
* Update the HNSW index size statistic
|
||||
* @param size The new size of the HNSW index
|
||||
*/
|
||||
async updateHnswIndexSize(size: number): Promise<void> {
|
||||
// Get current statistics from cache or storage
|
||||
let statistics = this.statisticsCache
|
||||
if (!statistics) {
|
||||
statistics = await this.getStatisticsData()
|
||||
if (!statistics) {
|
||||
statistics = this.createDefaultStatistics()
|
||||
}
|
||||
|
||||
// Update the cache
|
||||
this.statisticsCache = {
|
||||
nounCount: { ...statistics.nounCount },
|
||||
verbCount: { ...statistics.verbCount },
|
||||
metadataCount: { ...statistics.metadataCount },
|
||||
hnswIndexSize: statistics.hnswIndexSize,
|
||||
lastUpdated: statistics.lastUpdated,
|
||||
// Include serviceActivity if present
|
||||
...(statistics.serviceActivity && {
|
||||
serviceActivity: Object.fromEntries(
|
||||
Object.entries(statistics.serviceActivity).map(([k, v]) => [k, {...v}])
|
||||
)
|
||||
}),
|
||||
// Include services if present
|
||||
...(statistics.services && {
|
||||
services: statistics.services.map(s => ({...s}))
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
// Update HNSW index size
|
||||
this.statisticsCache!.hnswIndexSize = size
|
||||
|
||||
// Update timestamp
|
||||
this.statisticsCache!.lastUpdated = new Date().toISOString()
|
||||
|
||||
// Schedule a batch update instead of saving immediately
|
||||
this.scheduleBatchUpdate()
|
||||
}
|
||||
|
||||
/**
|
||||
* Force an immediate flush of statistics to storage
|
||||
* This ensures that any pending statistics updates are written to persistent storage
|
||||
*/
|
||||
async flushStatisticsToStorage(): Promise<void> {
|
||||
// If there are no statistics in cache or they haven't been modified, nothing to flush
|
||||
if (!this.statisticsCache || !this.statisticsModified) {
|
||||
return
|
||||
}
|
||||
|
||||
// Call the protected flushStatistics method to immediately write to storage
|
||||
await this.flushStatistics()
|
||||
}
|
||||
|
||||
/**
|
||||
* Track field names from a JSON document
|
||||
* @param jsonDocument The JSON document to extract field names from
|
||||
* @param service The service that inserted the data
|
||||
*/
|
||||
async trackFieldNames(jsonDocument: any, service: string): Promise<void> {
|
||||
// Skip if not a JSON object
|
||||
if (typeof jsonDocument !== 'object' || jsonDocument === null || Array.isArray(jsonDocument)) {
|
||||
return
|
||||
}
|
||||
|
||||
// Get current statistics from cache or storage
|
||||
let statistics = this.statisticsCache
|
||||
if (!statistics) {
|
||||
statistics = await this.getStatisticsData()
|
||||
if (!statistics) {
|
||||
statistics = this.createDefaultStatistics()
|
||||
}
|
||||
|
||||
// Update the cache
|
||||
this.statisticsCache = {
|
||||
...statistics,
|
||||
nounCount: { ...statistics.nounCount },
|
||||
verbCount: { ...statistics.verbCount },
|
||||
metadataCount: { ...statistics.metadataCount },
|
||||
fieldNames: { ...statistics.fieldNames },
|
||||
standardFieldMappings: { ...statistics.standardFieldMappings }
|
||||
}
|
||||
}
|
||||
|
||||
// Ensure fieldNames exists
|
||||
if (!this.statisticsCache!.fieldNames) {
|
||||
this.statisticsCache!.fieldNames = {}
|
||||
}
|
||||
|
||||
// Ensure standardFieldMappings exists
|
||||
if (!this.statisticsCache!.standardFieldMappings) {
|
||||
this.statisticsCache!.standardFieldMappings = {}
|
||||
}
|
||||
|
||||
// Extract field names from the JSON document
|
||||
const fieldNames = extractFieldNamesFromJson(jsonDocument)
|
||||
|
||||
// Initialize service entry if it doesn't exist
|
||||
if (!this.statisticsCache!.fieldNames[service]) {
|
||||
this.statisticsCache!.fieldNames[service] = []
|
||||
}
|
||||
|
||||
// Add new field names to the service's list
|
||||
for (const fieldName of fieldNames) {
|
||||
if (!this.statisticsCache!.fieldNames[service].includes(fieldName)) {
|
||||
this.statisticsCache!.fieldNames[service].push(fieldName)
|
||||
}
|
||||
|
||||
// Map to standard field if possible
|
||||
const standardField = mapToStandardField(fieldName)
|
||||
if (standardField) {
|
||||
// Initialize standard field entry if it doesn't exist
|
||||
if (!this.statisticsCache!.standardFieldMappings[standardField]) {
|
||||
this.statisticsCache!.standardFieldMappings[standardField] = {}
|
||||
}
|
||||
|
||||
// Initialize service entry if it doesn't exist
|
||||
if (!this.statisticsCache!.standardFieldMappings[standardField][service]) {
|
||||
this.statisticsCache!.standardFieldMappings[standardField][service] = []
|
||||
}
|
||||
|
||||
// Add field name to standard field mapping if not already there
|
||||
if (!this.statisticsCache!.standardFieldMappings[standardField][service].includes(fieldName)) {
|
||||
this.statisticsCache!.standardFieldMappings[standardField][service].push(fieldName)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Update timestamp
|
||||
this.statisticsCache!.lastUpdated = new Date().toISOString()
|
||||
|
||||
// Schedule a batch update
|
||||
this.statisticsModified = true
|
||||
this.scheduleBatchUpdate()
|
||||
}
|
||||
|
||||
/**
|
||||
* Get available field names by service
|
||||
* @returns Record of field names by service
|
||||
*/
|
||||
async getAvailableFieldNames(): Promise<Record<string, string[]>> {
|
||||
// Get current statistics from cache or storage
|
||||
let statistics = this.statisticsCache
|
||||
if (!statistics) {
|
||||
statistics = await this.getStatisticsData()
|
||||
if (!statistics) {
|
||||
return {}
|
||||
}
|
||||
}
|
||||
|
||||
// Return field names by service
|
||||
return statistics.fieldNames || {}
|
||||
}
|
||||
|
||||
/**
|
||||
* Get standard field mappings
|
||||
* @returns Record of standard field mappings
|
||||
*/
|
||||
async getStandardFieldMappings(): Promise<Record<string, Record<string, string[]>>> {
|
||||
// Get current statistics from cache or storage
|
||||
let statistics = this.statisticsCache
|
||||
if (!statistics) {
|
||||
statistics = await this.getStatisticsData()
|
||||
if (!statistics) {
|
||||
return {}
|
||||
}
|
||||
}
|
||||
|
||||
// Return standard field mappings
|
||||
return statistics.standardFieldMappings || {}
|
||||
}
|
||||
|
||||
/**
|
||||
* Create default statistics data
|
||||
* @returns Default statistics data
|
||||
*/
|
||||
protected createDefaultStatistics(): StatisticsData {
|
||||
return {
|
||||
nounCount: {},
|
||||
verbCount: {},
|
||||
metadataCount: {},
|
||||
hnswIndexSize: 0,
|
||||
fieldNames: {},
|
||||
standardFieldMappings: {},
|
||||
lastUpdated: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Detect if an error is a throttling error
|
||||
* Override this method in specific adapters for custom detection
|
||||
*/
|
||||
protected isThrottlingError(error: any): boolean {
|
||||
const statusCode = error.$metadata?.httpStatusCode || error.statusCode || error.code
|
||||
const message = error.message?.toLowerCase() || ''
|
||||
|
||||
return (
|
||||
statusCode === 429 || // Too Many Requests
|
||||
statusCode === 503 || // Service Unavailable / Slow Down
|
||||
statusCode === 'ECONNRESET' || // Connection reset
|
||||
statusCode === 'ETIMEDOUT' || // Timeout
|
||||
message.includes('throttl') ||
|
||||
message.includes('slow down') ||
|
||||
message.includes('rate limit') ||
|
||||
message.includes('too many requests') ||
|
||||
message.includes('quota exceeded')
|
||||
)
|
||||
}
|
||||
|
||||
/**
|
||||
* Track a throttling event
|
||||
* @param error The error that caused throttling
|
||||
* @param service Optional service that was throttled
|
||||
*/
|
||||
protected trackThrottlingEvent(error: any, service?: string): void {
|
||||
this.throttlingDetected = true
|
||||
this.consecutiveThrottleEvents++
|
||||
this.lastThrottleTime = Date.now()
|
||||
this.totalThrottleEvents++
|
||||
|
||||
// Track by hour
|
||||
const hourIndex = new Date().getHours()
|
||||
if (hourIndex !== this.lastThrottleHourIndex) {
|
||||
// Reset hour tracking if we've moved to a new hour
|
||||
this.throttleEventsByHour = new Array(24).fill(0)
|
||||
this.lastThrottleHourIndex = hourIndex
|
||||
}
|
||||
this.throttleEventsByHour[hourIndex]++
|
||||
|
||||
// Track throttle reason
|
||||
const reason = this.getThrottleReason(error)
|
||||
this.throttleReasons[reason] = (this.throttleReasons[reason] || 0) + 1
|
||||
|
||||
// Track service-level throttling
|
||||
if (service) {
|
||||
const serviceInfo = this.serviceThrottling.get(service) || {
|
||||
throttleCount: 0,
|
||||
lastThrottle: 0,
|
||||
status: 'normal' as const
|
||||
}
|
||||
|
||||
serviceInfo.throttleCount++
|
||||
serviceInfo.lastThrottle = Date.now()
|
||||
serviceInfo.status = 'throttled'
|
||||
|
||||
this.serviceThrottling.set(service, serviceInfo)
|
||||
}
|
||||
|
||||
// Exponential backoff
|
||||
this.throttlingBackoffMs = Math.min(
|
||||
this.throttlingBackoffMs * 2,
|
||||
this.maxBackoffMs
|
||||
)
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the reason for throttling from an error
|
||||
*/
|
||||
protected getThrottleReason(error: any): string {
|
||||
const statusCode = error.$metadata?.httpStatusCode || error.statusCode || error.code
|
||||
|
||||
if (statusCode === 429) return '429_TooManyRequests'
|
||||
if (statusCode === 503) return '503_ServiceUnavailable'
|
||||
if (statusCode === 'ECONNRESET') return 'ConnectionReset'
|
||||
if (statusCode === 'ETIMEDOUT') return 'Timeout'
|
||||
|
||||
const message = error.message?.toLowerCase() || ''
|
||||
if (message.includes('throttl')) return 'Throttled'
|
||||
if (message.includes('slow down')) return 'SlowDown'
|
||||
if (message.includes('rate limit')) return 'RateLimit'
|
||||
if (message.includes('quota exceeded')) return 'QuotaExceeded'
|
||||
|
||||
return 'Unknown'
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear throttling state after successful operations
|
||||
*/
|
||||
protected clearThrottlingState(): void {
|
||||
if (this.consecutiveThrottleEvents > 0) {
|
||||
this.consecutiveThrottleEvents = 0
|
||||
this.throttlingBackoffMs = 1000 // Reset to initial backoff
|
||||
|
||||
if (this.throttlingDetected) {
|
||||
this.throttlingDetected = false
|
||||
|
||||
// Update service statuses
|
||||
for (const [service, info] of this.serviceThrottling) {
|
||||
if (info.status === 'throttled') {
|
||||
info.status = 'recovering'
|
||||
} else if (info.status === 'recovering') {
|
||||
const timeSinceThrottle = Date.now() - info.lastThrottle
|
||||
if (timeSinceThrottle > 60000) { // 1 minute recovery period
|
||||
info.status = 'normal'
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Handle throttling by implementing exponential backoff
|
||||
* @param error The error that triggered throttling
|
||||
* @param service Optional service that was throttled
|
||||
*/
|
||||
async handleThrottling(error: any, service?: string): Promise<void> {
|
||||
if (this.isThrottlingError(error)) {
|
||||
this.trackThrottlingEvent(error, service)
|
||||
|
||||
// Add delay for retry
|
||||
const delayMs = this.throttlingBackoffMs
|
||||
this.totalDelayMs += delayMs
|
||||
this.delayedOperations++
|
||||
|
||||
await new Promise(resolve => setTimeout(resolve, delayMs))
|
||||
} else {
|
||||
// Clear throttling state on non-throttling errors
|
||||
this.clearThrottlingState()
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Track a retried operation
|
||||
*/
|
||||
protected trackRetriedOperation(): void {
|
||||
this.retriedOperations++
|
||||
}
|
||||
|
||||
/**
|
||||
* Track an operation that failed due to throttling
|
||||
*/
|
||||
protected trackFailedDueToThrottling(): void {
|
||||
this.failedDueToThrottling++
|
||||
}
|
||||
|
||||
/**
|
||||
* Get current throttling metrics
|
||||
*/
|
||||
protected getThrottlingMetrics(): StatisticsData['throttlingMetrics'] {
|
||||
const averageDelayMs = this.delayedOperations > 0
|
||||
? this.totalDelayMs / this.delayedOperations
|
||||
: 0
|
||||
|
||||
// Convert service throttling map to record
|
||||
const serviceThrottlingRecord: Record<string, {
|
||||
throttleCount: number
|
||||
lastThrottle: string
|
||||
status: 'normal' | 'throttled' | 'recovering'
|
||||
}> = {}
|
||||
|
||||
for (const [service, info] of this.serviceThrottling) {
|
||||
serviceThrottlingRecord[service] = {
|
||||
throttleCount: info.throttleCount,
|
||||
lastThrottle: new Date(info.lastThrottle).toISOString(),
|
||||
status: info.status
|
||||
}
|
||||
}
|
||||
|
||||
return {
|
||||
storage: {
|
||||
currentlyThrottled: this.throttlingDetected,
|
||||
lastThrottleTime: this.lastThrottleTime > 0
|
||||
? new Date(this.lastThrottleTime).toISOString()
|
||||
: undefined,
|
||||
consecutiveThrottleEvents: this.consecutiveThrottleEvents,
|
||||
currentBackoffMs: this.throttlingBackoffMs,
|
||||
totalThrottleEvents: this.totalThrottleEvents,
|
||||
throttleEventsByHour: [...this.throttleEventsByHour],
|
||||
throttleReasons: { ...this.throttleReasons }
|
||||
},
|
||||
operationImpact: {
|
||||
delayedOperations: this.delayedOperations,
|
||||
retriedOperations: this.retriedOperations,
|
||||
failedDueToThrottling: this.failedDueToThrottling,
|
||||
averageDelayMs,
|
||||
totalDelayMs: this.totalDelayMs
|
||||
},
|
||||
serviceThrottling: Object.keys(serviceThrottlingRecord).length > 0
|
||||
? serviceThrottlingRecord
|
||||
: undefined
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Include throttling metrics in statistics
|
||||
*/
|
||||
async getStatisticsWithThrottling(): Promise<StatisticsData | null> {
|
||||
const stats = await this.getStatistics()
|
||||
if (stats) {
|
||||
stats.throttlingMetrics = this.getThrottlingMetrics()
|
||||
}
|
||||
return stats
|
||||
}
|
||||
}
|
||||
Loading…
Add table
Add a link
Reference in a new issue