brainy/src/storage/backwardCompatibility.ts

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🧠 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.
2025-08-26 12:32:21 -07:00
/**
* Backward Compatibility Layer for Storage Migration
*
* Handles the transition from 'index' to '_system' directory
* Ensures services running different versions can coexist
*/
import { StatisticsData } from '../coreTypes.js'
export interface MigrationMetadata {
schemaVersion: number
migrationStarted?: string
migrationCompleted?: string
lastUpdatedBy?: string
}
/**
* Backward compatibility strategy for directory migration
*/
export class StorageCompatibilityLayer {
private migrationMetadata: MigrationMetadata | null = null
/**
* Determines the read strategy based on what's available
* @returns Priority-ordered list of directories to try
*/
static getReadPriority(): string[] {
return ['_system', 'index'] // Try new location first, fallback to old
}
/**
* Determines write strategy based on migration state
* @param migrationComplete Whether migration is complete
* @returns List of directories to write to
*/
static getWriteTargets(migrationComplete: boolean = false): string[] {
if (migrationComplete) {
return ['_system'] // Only write to new location
}
// During migration, write to both for compatibility
return ['_system', 'index']
}
/**
* Check if we should perform migration based on service coordination
* @param existingStats Statistics from storage
* @returns Whether to initiate migration
*/
static shouldMigrate(existingStats: StatisticsData | null): boolean {
if (!existingStats) return true // No data yet, use new structure
// Check if we have migration metadata in stats
const migrationData = (existingStats as any).migrationMetadata
if (!migrationData) return true // No migration data, start migration
// Check schema version
if (migrationData.schemaVersion < 2) return true
// Already migrated
return false
}
/**
* Creates migration metadata
*/
static createMigrationMetadata(): MigrationMetadata {
return {
schemaVersion: 2,
migrationStarted: new Date().toISOString(),
lastUpdatedBy: process.env.HOSTNAME || process.env.INSTANCE_ID || 'unknown'
}
}
/**
* Merge statistics from multiple locations (deduplication)
*/
static mergeStatistics(
primary: StatisticsData | null,
fallback: StatisticsData | null
): StatisticsData | null {
if (!primary && !fallback) return null
if (!fallback) return primary
if (!primary) return fallback
// Return the most recently updated
const primaryTime = new Date(primary.lastUpdated).getTime()
const fallbackTime = new Date(fallback.lastUpdated).getTime()
return primaryTime >= fallbackTime ? primary : fallback
}
/**
* Determines if dual-write is needed based on environment
* @param storageType The type of storage being used
* @returns Whether to write to both old and new locations
*/
static needsDualWrite(storageType: string): boolean {
// Only need dual-write for shared storage systems
const sharedStorageTypes = ['s3', 'r2', 'gcs', 'filesystem']
return sharedStorageTypes.includes(storageType.toLowerCase())
}
/**
* Grace period for migration (30 days default)
* After this period, services can stop reading from old location
*/
static getMigrationGracePeriodMs(): number {
const days = parseInt(process.env.BRAINY_MIGRATION_GRACE_DAYS || '30', 10)
return days * 24 * 60 * 60 * 1000
}
/**
* Check if migration grace period has expired
*/
static isGracePeriodExpired(migrationStarted: string): boolean {
const startTime = new Date(migrationStarted).getTime()
const now = Date.now()
const gracePeriod = this.getMigrationGracePeriodMs()
return (now - startTime) > gracePeriod
}
/**
* Log migration events for monitoring
*/
static logMigrationEvent(event: string, details?: any): void {
if (process.env.NODE_ENV !== 'test') {
console.log(`[Brainy Storage Migration] ${event}`, details || '')
}
}
}
/**
* Storage paths helper for migration
*/
export class StoragePaths {
/**
* Get the statistics file path for a given directory
*/
static getStatisticsPath(baseDir: string, filename: string = 'statistics'): string {
return `${baseDir}/${filename}.json`
}
/**
* Get distributed config path
*/
static getDistributedConfigPath(baseDir: string): string {
return `${baseDir}/distributed_config.json`
}
/**
* Check if a path is using the old structure
*/
static isLegacyPath(path: string): boolean {
return path.includes('/index/') || path.endsWith('/index')
}
/**
* Convert legacy path to new structure
*/
static modernizePath(path: string): string {
return path.replace('/index/', '/_system/').replace('/index', '/_system')
}
}