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Revolutionary AI agent swarm coordination platform with Google Services integration, multimedia processing, and production-ready monitoring. Features 8 Google AI services, quantum computing capabilities, and enterprise-grade security.

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/** * Caching and Connection Pool Layer * * Provides intelligent caching strategies and connection pooling for A2A tools. * Includes adaptive cache management, connection lifecycle management, and * resource optimization with monitoring and analytics. */ import { EventEmitter } from "events"; import { Logger } from "../../../utils/logger.js"; import { CacheManager } from "../../../core/cache-manager.js"; import { A2AToolInvocation, A2AToolResponse, A2AToolContext, } from "./a2a-tool-wrapper.js"; export interface CacheConfiguration { strategy: "lru" | "lfu" | "ttl" | "adaptive" | "intelligent"; maxSize: number; defaultTTL: number; maxTTL: number; compressionEnabled: boolean; serializationFormat: "json" | "msgpack" | "cbor"; invalidationRules: CacheInvalidationRule[]; warmupRules: CacheWarmupRule[]; } export interface CacheInvalidationRule { id: string; trigger: "time" | "event" | "dependency" | "custom"; condition: any; action: "delete" | "refresh" | "mark_stale"; priority: number; } export interface CacheWarmupRule { id: string; schedule: string; // cron expression targetKeys: string[]; preloadStrategy: "eager" | "lazy" | "predictive"; condition?: (context: A2AToolContext) => boolean; } export interface ConnectionPoolConfiguration { minConnections: number; maxConnections: number; connectionTimeout: number; idleTimeout: number; maxRetries: number; healthCheckInterval: number; reconnectStrategy: "immediate" | "exponential" | "linear"; loadBalancing: "round_robin" | "least_connections" | "weighted" | "adaptive"; } export interface Connection { id: string; toolId: string; status: "idle" | "active" | "unhealthy" | "closed"; createdAt: Date; lastUsed: Date; useCount: number; errorCount: number; latency: number; metadata: Record<string, any>; } export interface CacheEntry { key: string; value: any; size: number; ttl: number; createdAt: Date; lastAccessed: Date; accessCount: number; compressionRatio?: number; tags: string[]; dependencies: string[]; } export interface CacheMetrics { hitRate: number; missRate: number; evictionRate: number; totalHits: number; totalMisses: number; totalEvictions: number; memoryUsage: number; compressionSavings: number; averageRetrievalTime: number; hotKeys: Array<{ key: string; hits: number }>; } export interface ConnectionPoolMetrics { activeConnections: number; idleConnections: number; totalConnections: number; connectionUtilization: number; averageLatency: number; errorRate: number; throughput: number; queueLength: number; } /** * Advanced caching system with intelligent strategies */ export class IntelligentCacheManager extends EventEmitter { private logger: Logger; private baseCache: CacheManager; private entries = new Map<string, CacheEntry>(); private accessPatterns = new Map<string, number[]>(); private tagIndex = new Map<string, Set<string>>(); private dependencyGraph = new Map<string, Set<string>>(); private metrics: CacheMetrics = { hitRate: 0, missRate: 0, evictionRate: 0, totalHits: 0, totalMisses: 0, totalEvictions: 0, memoryUsage: 0, compressionSavings: 0, averageRetrievalTime: 0, hotKeys: [], }; constructor(private config: CacheConfiguration) { super(); this.logger = new Logger("IntelligentCacheManager"); this.baseCache = new CacheManager(); this.startMaintenanceTasks(); this.logger.info("Intelligent Cache Manager initialized", { strategy: config.strategy, maxSize: config.maxSize, }); } /** * Get value from cache with intelligent access tracking */ async get<T = any>(key: string, context?: A2AToolContext): Promise<T | null> { const startTime = Date.now(); try { const entry = this.entries.get(key); if (!entry) { this.recordMiss(key); return null; } // Check TTL if (this.isExpired(entry)) { await this.delete(key); this.recordMiss(key); return null; } // Update access patterns this.updateAccessPattern(key); entry.lastAccessed = new Date(); entry.accessCount++; // Predictive prefetching await this.performPredictivePrefetch(key, context); this.recordHit(key, Date.now() - startTime); this.emit("cache_hit", { key, entry }); return entry.value as T; } catch (error: any) { this.logger.error("Cache get failed", { key, error: error.message }); this.recordMiss(key); return null; } } /** * Set value in cache with intelligent placement */ async set( key: string, value: any, options: { ttl?: number; tags?: string[]; dependencies?: string[]; priority?: number; context?: A2AToolContext; } = {}, ): Promise<void> { try { // Compression if enabled let compressedValue = value; let compressionRatio = 1; if (this.config.compressionEnabled) { const compressed = await this.compressValue(value); compressedValue = compressed.data; compressionRatio = compressed.ratio; } // Calculate size const size = this.calculateSize(compressedValue); // Check if we need to evict await this.ensureCapacity(size); // Create cache entry const entry: CacheEntry = { key, value: compressedValue, size, ttl: options.ttl || this.config.defaultTTL, createdAt: new Date(), lastAccessed: new Date(), accessCount: 1, compressionRatio, tags: options.tags || [], dependencies: options.dependencies || [], }; this.entries.set(key, entry); // Update indices this.updateTagIndex(key, entry.tags); this.updateDependencyGraph(key, entry.dependencies); // Update metrics this.metrics.memoryUsage += size; this.metrics.compressionSavings += size * (1 - compressionRatio); this.emit("cache_set", { key, entry }); this.logger.debug("Cache entry created", { key, size, ttl: entry.ttl, compressionRatio, }); } catch (error: any) { this.logger.error("Cache set failed", { key, error: error.message }); throw error; } } /** * Delete entry from cache */ async delete(key: string): Promise<void> { const entry = this.entries.get(key); if (!entry) return; // Remove from indices this.removeFromTagIndex(key, entry.tags); this.removeFromDependencyGraph(key); // Update metrics this.metrics.memoryUsage -= entry.size; this.entries.delete(key); this.emit("cache_delete", { key }); } /** * Invalidate cache entries by tags */ async invalidateByTag(tag: string): Promise<void> { const keys = this.tagIndex.get(tag); if (!keys) return; const promises = Array.from(keys).map((key) => this.delete(key)); await Promise.all(promises); this.logger.info("Cache invalidated by tag", { tag, keyCount: keys.size }); } /** * Warm up cache with predictive loading */ async warmUp(patterns: string[], context?: A2AToolContext): Promise<void> { this.logger.info("Starting cache warmup", { patternCount: patterns.length, }); for (const pattern of patterns) { try { // Generate likely keys based on pattern const keys = await this.generateKeysFromPattern(pattern, context); // Preload in background this.preloadKeys(keys).catch((error) => { this.logger.warn("Preload failed for pattern", { pattern, error: error.message, }); }); } catch (error: any) { this.logger.warn("Warmup pattern failed", { pattern, error: error.message, }); } } } /** * Get cache statistics and metrics */ getMetrics(): CacheMetrics { // Update calculated metrics const total = this.metrics.totalHits + this.metrics.totalMisses; this.metrics.hitRate = total > 0 ? this.metrics.totalHits / total : 0; this.metrics.missRate = total > 0 ? this.metrics.totalMisses / total : 0; // Calculate hot keys this.metrics.hotKeys = Array.from(this.entries.entries()) .map(([key, entry]) => ({ key, hits: entry.accessCount })) .sort((a, b) => b.hits - a.hits) .slice(0, 10); return { ...this.metrics }; } /** * Private helper methods */ private isExpired(entry: CacheEntry): boolean { const now = Date.now(); const expiryTime = entry.createdAt.getTime() + entry.ttl; return now > expiryTime; } private updateAccessPattern(key: string): void { const now = Date.now(); const pattern = this.accessPatterns.get(key) || []; pattern.push(now); // Keep only last 100 accesses if (pattern.length > 100) { pattern.shift(); } this.accessPatterns.set(key, pattern); } private async performPredictivePrefetch( key: string, context?: A2AToolContext, ): Promise<void> { // Analyze access patterns and prefetch related keys const relatedKeys = await this.predictRelatedKeys(key, context); if (relatedKeys.length > 0) { // Prefetch in background this.preloadKeys(relatedKeys.slice(0, 3)).catch((error) => { this.logger.debug("Predictive prefetch failed", { error: error.message, }); }); } } private async predictRelatedKeys( key: string, context?: A2AToolContext, ): Promise<string[]> { // Simple prediction based on key patterns const keyParts = key.split(":"); const relatedKeys: string[] = []; // Look for similar keys for (const [existingKey] of this.entries) { if (existingKey !== key && existingKey.includes(keyParts[0])) { relatedKeys.push(existingKey); } } return relatedKeys.slice(0, 5); } private async ensureCapacity(requiredSize: number): Promise<void> { const currentSize = this.metrics.memoryUsage; const maxSize = this.config.maxSize; if (currentSize + requiredSize <= maxSize) { return; } // Evict entries to make space const toEvict = currentSize + requiredSize - maxSize; await this.evictEntries(toEvict); } private async evictEntries(sizeToFree: number): Promise<void> { let freedSize = 0; const entries = Array.from(this.entries.entries()); // Sort by eviction strategy entries.sort(([, a], [, b]) => { switch (this.config.strategy) { case "lru": return a.lastAccessed.getTime() - b.lastAccessed.getTime(); case "lfu": return a.accessCount - b.accessCount; case "ttl": return a.createdAt.getTime() - b.createdAt.getTime(); default: return ( this.calculateEvictionScore(a) - this.calculateEvictionScore(b) ); } }); // Evict entries until we have enough space for (const [key, entry] of entries) { if (freedSize >= sizeToFree) break; await this.delete(key); freedSize += entry.size; this.metrics.totalEvictions++; } this.logger.debug("Cache eviction completed", { freedSize, evictedCount: this.metrics.totalEvictions, }); } private calculateEvictionScore(entry: CacheEntry): number { const age = Date.now() - entry.lastAccessed.getTime(); const frequency = entry.accessCount; const size = entry.size; // Lower score = higher priority for eviction return frequency / (age * size); } private updateTagIndex(key: string, tags: string[]): void { for (const tag of tags) { if (!this.tagIndex.has(tag)) { this.tagIndex.set(tag, new Set()); } this.tagIndex.get(tag)!.add(key); } } private removeFromTagIndex(key: string, tags: string[]): void { for (const tag of tags) { const keys = this.tagIndex.get(tag); if (keys) { keys.delete(key); if (keys.size === 0) { this.tagIndex.delete(tag); } } } } private updateDependencyGraph(key: string, dependencies: string[]): void { for (const dep of dependencies) { if (!this.dependencyGraph.has(dep)) { this.dependencyGraph.set(dep, new Set()); } this.dependencyGraph.get(dep)!.add(key); } } private removeFromDependencyGraph(key: string): void { for (const [dep, dependents] of this.dependencyGraph) { dependents.delete(key); if (dependents.size === 0) { this.dependencyGraph.delete(dep); } } } private async compressValue( value: any, ): Promise<{ data: any; ratio: number }> { // Simulate compression const originalSize = JSON.stringify(value).length; const compressedSize = Math.floor(originalSize * 0.7); // 30% compression return { data: value, // In real implementation, this would be compressed ratio: compressedSize / originalSize, }; } private calculateSize(value: any): number { return JSON.stringify(value).length; } private async generateKeysFromPattern( pattern: string, context?: A2AToolContext, ): Promise<string[]> { // Generate possible keys based on pattern const keys: string[] = []; if (pattern.includes("*")) { // Find matching keys const regex = new RegExp(pattern.replace(/\*/g, ".*")); for (const key of this.entries.keys()) { if (regex.test(key)) { keys.push(key); } } } else { keys.push(pattern); } return keys; } private async preloadKeys(keys: string[]): Promise<void> { // Simulate preloading await new Promise((resolve) => setTimeout(resolve, 100)); } private recordHit(key: string, retrievalTime: number): void { this.metrics.totalHits++; this.metrics.averageRetrievalTime = (this.metrics.averageRetrievalTime + retrievalTime) / 2; } private recordMiss(key: string): void { this.metrics.totalMisses++; } private startMaintenanceTasks(): void { // Cleanup expired entries every 5 minutes setInterval(() => { this.cleanupExpiredEntries(); }, 300000); // Update access patterns every minute setInterval(() => { this.analyzeAccessPatterns(); }, 60000); } private async cleanupExpiredEntries(): Promise<void> { const expiredKeys: string[] = []; for (const [key, entry] of this.entries) { if (this.isExpired(entry)) { expiredKeys.push(key); } } for (const key of expiredKeys) { await this.delete(key); } if (expiredKeys.length > 0) { this.logger.debug("Cleaned up expired cache entries", { count: expiredKeys.length, }); } } private analyzeAccessPatterns(): void { // Analyze patterns for optimization for (const [key, accesses] of this.accessPatterns) { if (accesses.length < 2) continue; // Calculate access frequency const timeWindow = 3600000; // 1 hour const now = Date.now(); const recentAccesses = accesses.filter((time) => now - time < timeWindow); if (recentAccesses.length > 10) { // This is a hot key, consider extended TTL const entry = this.entries.get(key); if (entry && entry.ttl < this.config.maxTTL) { entry.ttl = Math.min(entry.ttl * 1.5, this.config.maxTTL); } } } } } /** * Connection pool manager for A2A tools */ export class ConnectionPoolManager extends EventEmitter { private logger: Logger; private pools = new Map<string, ConnectionPool>(); private globalMetrics: ConnectionPoolMetrics = { activeConnections: 0, idleConnections: 0, totalConnections: 0, connectionUtilization: 0, averageLatency: 0, errorRate: 0, throughput: 0, queueLength: 0, }; constructor(private config: ConnectionPoolConfiguration) { super(); this.logger = new Logger("ConnectionPoolManager"); this.startHealthChecks(); this.logger.info("Connection Pool Manager initialized", { minConnections: config.minConnections, maxConnections: config.maxConnections, }); } /** * Get or create connection pool for a tool */ getPool(toolId: string): ConnectionPool { if (!this.pools.has(toolId)) { const pool = new ConnectionPool(toolId, this.config); this.pools.set(toolId, pool); // Subscribe to pool events pool.on("connection_created", (connection) => { this.updateGlobalMetrics(); this.emit("connection_created", { toolId, connection }); }); pool.on("connection_closed", (connection) => { this.updateGlobalMetrics(); this.emit("connection_closed", { toolId, connection }); }); } return this.pools.get(toolId)!; } /** * Acquire connection for tool execution */ async acquireConnection(toolId: string, timeout = 5000): Promise<Connection> { const pool = this.getPool(toolId); return pool.acquire(timeout); } /** * Release connection back to pool */ async releaseConnection( toolId: string, connection: Connection, ): Promise<void> { const pool = this.pools.get(toolId); if (pool) { pool.release(connection); } } /** * Get aggregate metrics across all pools */ getMetrics(): ConnectionPoolMetrics { this.updateGlobalMetrics(); return { ...this.globalMetrics }; } /** * Get metrics for specific tool */ getToolMetrics(toolId: string): ConnectionPoolMetrics | null { const pool = this.pools.get(toolId); return pool ? pool.getMetrics() : null; } /** * Close all connections and pools */ async shutdown(): Promise<void> { this.logger.info("Shutting down connection pools"); const shutdownPromises = Array.from(this.pools.values()).map((pool) => pool.shutdown(), ); await Promise.all(shutdownPromises); this.pools.clear(); this.logger.info("Connection pool shutdown completed"); } private updateGlobalMetrics(): void { let activeConnections = 0; let idleConnections = 0; let totalConnections = 0; let totalLatency = 0; let totalErrors = 0; let totalThroughput = 0; let totalQueueLength = 0; for (const pool of this.pools.values()) { const metrics = pool.getMetrics(); activeConnections += metrics.activeConnections; idleConnections += metrics.idleConnections; totalConnections += metrics.totalConnections; totalLatency += metrics.averageLatency; totalErrors += metrics.errorRate; totalThroughput += metrics.throughput; totalQueueLength += metrics.queueLength; } const poolCount = this.pools.size; this.globalMetrics = { activeConnections, idleConnections, totalConnections, connectionUtilization: totalConnections > 0 ? activeConnections / totalConnections : 0, averageLatency: poolCount > 0 ? totalLatency / poolCount : 0, errorRate: poolCount > 0 ? totalErrors / poolCount : 0, throughput: totalThroughput, queueLength: totalQueueLength, }; } private startHealthChecks(): void { setInterval(() => { this.performHealthChecks(); }, this.config.healthCheckInterval); } private async performHealthChecks(): Promise<void> { const healthCheckPromises = Array.from(this.pools.values()).map((pool) => pool.performHealthCheck().catch((error) => { this.logger.warn("Pool health check failed", { toolId: pool.toolId, error: error.message, }); }), ); await Promise.all(healthCheckPromises); } } /** * Individual connection pool for a specific tool */ class ConnectionPool extends EventEmitter { private connections = new Map<string, Connection>(); private queue: Array<{ resolve: (connection: Connection) => void; reject: (error: Error) => void; timeout: ReturnType<typeof setTimeout>; }> = []; private metrics: ConnectionPoolMetrics = { activeConnections: 0, idleConnections: 0, totalConnections: 0, connectionUtilization: 0, averageLatency: 0, errorRate: 0, throughput: 0, queueLength: 0, }; constructor( public readonly toolId: string, private config: ConnectionPoolConfiguration, ) { super(); // Initialize minimum connections this.initializeConnections(); } async acquire(timeout: number): Promise<Connection> { // Try to get idle connection first const idleConnection = this.findIdleConnection(); if (idleConnection) { idleConnection.status = "active"; idleConnection.lastUsed = new Date(); this.updateMetrics(); return idleConnection; } // Create new connection if under limit if (this.connections.size < this.config.maxConnections) { const connection = await this.createConnection(); return connection; } // Queue request return new Promise((resolve, reject) => { const timeoutHandle = setTimeout(() => { this.removeFromQueue(resolve); reject(new Error("Connection acquisition timeout")); }, timeout); this.queue.push({ resolve, reject, timeout: timeoutHandle }); this.metrics.queueLength = this.queue.length; }); } release(connection: Connection): void { if (connection.status === "active") { connection.status = "idle"; connection.useCount++; // Process queue if any if (this.queue.length > 0) { const queued = this.queue.shift()!; clearTimeout(queued.timeout); connection.status = "active"; connection.lastUsed = new Date(); queued.resolve(connection); } this.updateMetrics(); } } async performHealthCheck(): Promise<void> { const unhealthyConnections: string[] = []; for (const [id, connection] of this.connections) { if (await this.isConnectionHealthy(connection)) { if (connection.status === "unhealthy") { connection.status = "idle"; } } else { connection.status = "unhealthy"; unhealthyConnections.push(id); } } // Remove unhealthy connections for (const id of unhealthyConnections) { await this.removeConnection(id); } // Ensure minimum connections await this.ensureMinimumConnections(); } getMetrics(): ConnectionPoolMetrics { this.updateMetrics(); return { ...this.metrics }; } async shutdown(): Promise<void> { // Cancel all queued requests for (const queued of this.queue) { clearTimeout(queued.timeout); queued.reject(new Error("Connection pool shutting down")); } this.queue.length = 0; // Close all connections const closePromises = Array.from(this.connections.keys()).map((id) => this.removeConnection(id), ); await Promise.all(closePromises); } private async initializeConnections(): Promise<void> { const promises = Array.from({ length: this.config.minConnections }, () => this.createConnection(), ); await Promise.all(promises); } private async createConnection(): Promise<Connection> { const connection: Connection = { id: `conn_${Date.now()}_${Math.random().toString(36).substr(2, 6)}`, toolId: this.toolId, status: "active", createdAt: new Date(), lastUsed: new Date(), useCount: 0, errorCount: 0, latency: 0, metadata: {}, }; this.connections.set(connection.id, connection); this.updateMetrics(); this.emit("connection_created", connection); return connection; } private async removeConnection(connectionId: string): Promise<void> { const connection = this.connections.get(connectionId); if (connection) { connection.status = "closed"; this.connections.delete(connectionId); this.updateMetrics(); this.emit("connection_closed", connection); } } private findIdleConnection(): Connection | null { for (const connection of this.connections.values()) { if (connection.status === "idle") { return connection; } } return null; } private async isConnectionHealthy(connection: Connection): Promise<boolean> { // Simple health check - check if connection is too old or has too many errors const maxAge = 3600000; // 1 hour const maxErrors = 10; const age = Date.now() - connection.createdAt.getTime(); return age < maxAge && connection.errorCount < maxErrors; } private async ensureMinimumConnections(): Promise<void> { const currentCount = this.connections.size; const needed = this.config.minConnections - currentCount; if (needed > 0) { const promises = Array.from({ length: needed }, () => this.createConnection(), ); await Promise.all(promises); } } private removeFromQueue(resolve: (connection: Connection) => void): void { const index = this.queue.findIndex((item) => item.resolve === resolve); if (index >= 0) { this.queue.splice(index, 1); this.metrics.queueLength = this.queue.length; } } private updateMetrics(): void { let activeCount = 0; let idleCount = 0; let totalLatency = 0; let totalErrors = 0; let totalUses = 0; for (const connection of this.connections.values()) { if (connection.status === "active") activeCount++; if (connection.status === "idle") idleCount++; totalLatency += connection.latency; totalErrors += connection.errorCount; totalUses += connection.useCount; } const totalConnections = this.connections.size; this.metrics = { activeConnections: activeCount, idleConnections: idleCount, totalConnections, connectionUtilization: totalConnections > 0 ? activeCount / totalConnections : 0, averageLatency: totalConnections > 0 ? totalLatency / totalConnections : 0, errorRate: totalConnections > 0 ? totalErrors / totalConnections : 0, throughput: totalUses / Math.max( (Date.now() - this.connections.values().next().value?.createdAt?.getTime() || Date.now()) / 1000, 1, ), queueLength: this.queue.length, }; } } /** * Combined caching and connection pool service */ export class CachingConnectionPoolService extends EventEmitter { public readonly cache: IntelligentCacheManager; public readonly connectionPool: ConnectionPoolManager; private logger: Logger; constructor( cacheConfig: CacheConfiguration, poolConfig: ConnectionPoolConfiguration, ) { super(); this.logger = new Logger("CachingConnectionPoolService"); this.cache = new IntelligentCacheManager(cacheConfig); this.connectionPool = new ConnectionPoolManager(poolConfig); // Bridge events this.cache.on("cache_hit", (data) => this.emit("cache_hit", data)); this.cache.on("cache_miss", (data) => this.emit("cache_miss", data)); this.connectionPool.on("connection_created", (data) => this.emit("connection_created", data), ); this.connectionPool.on("connection_closed", (data) => this.emit("connection_closed", data), ); this.logger.info("Caching and Connection Pool Service initialized"); } /** * Execute tool with caching and connection pooling */ async executeWithOptimizations( invocation: A2AToolInvocation, executor: (connection: Connection) => Promise<A2AToolResponse>, ): Promise<A2AToolResponse> { const cacheKey = this.generateCacheKey(invocation); // Try cache first const cached = await this.cache.get<A2AToolResponse>( cacheKey, invocation.context, ); if (cached) { return cached; } // Acquire connection and execute const connection = await this.connectionPool.acquireConnection( invocation.toolId, ); try { const response = await executor(connection); // Cache successful responses if (response.success) { await this.cache.set(cacheKey, response, { ttl: 300000, // 5 minutes tags: [invocation.toolId, invocation.context.agentType], context: invocation.context, }); } return response; } finally { await this.connectionPool.releaseConnection( invocation.toolId, connection, ); } } /** * Get comprehensive service metrics */ getServiceMetrics(): { cache: CacheMetrics; connectionPool: ConnectionPoolMetrics; combined: { totalOptimizationSavings: number; averageResponseTime: number; systemEfficiency: number; }; } { const cacheMetrics = this.cache.getMetrics(); const poolMetrics = this.connectionPool.getMetrics(); return { cache: cacheMetrics, connectionPool: poolMetrics, combined: { totalOptimizationSavings: cacheMetrics.hitRate * 0.8 + poolMetrics.connectionUtilization * 0.2, averageResponseTime: (cacheMetrics.averageRetrievalTime + poolMetrics.averageLatency) / 2, systemEfficiency: (cacheMetrics.hitRate + poolMetrics.connectionUtilization) / 2, }, }; } /** * Shutdown service gracefully */ async shutdown(): Promise<void> { this.logger.info("Shutting down caching and connection pool service"); await this.connectionPool.shutdown(); this.logger.info("Service shutdown completed"); } private generateCacheKey(invocation: A2AToolInvocation): string { const keyData = { toolId: invocation.toolId, parameters: invocation.parameters, trustLevel: invocation.context.trustLevel, agentType: invocation.context.agentType, }; return `a2a_cached:${Buffer.from(JSON.stringify(keyData)).toString("base64")}`; } }