Initial commit: Brainy - Multi-Dimensional AI Database
Open source vector database with HNSW indexing, graph relationships, and metadata facets. Features CLI with professional augmentation registry integration for discovering extensions and capabilities.
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378
dist/utils/adaptiveSocketManager.js
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378
dist/utils/adaptiveSocketManager.js
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/**
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* Adaptive Socket Manager
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* Automatically manages socket pools and connection settings based on load patterns
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* Zero-configuration approach that learns and adapts to workload characteristics
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*/
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import { Agent as HttpsAgent } from 'https';
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import { NodeHttpHandler } from '@smithy/node-http-handler';
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import { createModuleLogger } from './logger.js';
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/**
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* Adaptive Socket Manager that automatically scales based on load patterns
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*/
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export class AdaptiveSocketManager {
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constructor() {
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this.logger = createModuleLogger('AdaptiveSocketManager');
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// Current configuration
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this.config = {
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maxSockets: 100, // Start conservative
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maxFreeSockets: 20,
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keepAliveTimeout: 60000,
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connectionTimeout: 10000,
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socketTimeout: 60000,
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batchSize: 10
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};
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// Performance tracking
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this.metrics = {
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requestsPerSecond: 0,
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pendingRequests: 0,
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socketUtilization: 0,
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errorRate: 0,
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latencyP50: 0,
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latencyP95: 0,
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memoryUsage: 0
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};
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// Historical data for learning
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this.history = [];
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this.maxHistorySize = 100;
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// Adaptation state
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this.lastAdaptationTime = 0;
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this.adaptationInterval = 5000; // Check every 5 seconds
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this.consecutiveHighLoad = 0;
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this.consecutiveLowLoad = 0;
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// Request tracking
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this.requestStartTimes = new Map();
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this.requestLatencies = [];
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this.errorCount = 0;
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this.successCount = 0;
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this.lastMetricReset = Date.now();
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// Socket pool instances
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this.currentAgent = null;
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this.currentHandler = null;
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}
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/**
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* Get or create an optimized HTTP handler
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*/
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getHttpHandler() {
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// Adapt configuration if needed
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this.adaptIfNeeded();
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// Create new handler if configuration changed
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if (!this.currentHandler || this.shouldRecreateHandler()) {
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this.currentAgent = new HttpsAgent({
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keepAlive: true,
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maxSockets: this.config.maxSockets,
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maxFreeSockets: this.config.maxFreeSockets,
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timeout: this.config.keepAliveTimeout,
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scheduling: 'fifo' // Fair scheduling for high-volume scenarios
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});
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this.currentHandler = new NodeHttpHandler({
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httpsAgent: this.currentAgent,
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connectionTimeout: this.config.connectionTimeout,
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socketTimeout: this.config.socketTimeout
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});
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this.logger.debug('Created new HTTP handler with config:', this.config);
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}
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return this.currentHandler;
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}
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/**
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* Get current batch size recommendation
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*/
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getBatchSize() {
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this.adaptIfNeeded();
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return this.config.batchSize;
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}
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/**
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* Track request start
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*/
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trackRequestStart(requestId) {
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this.requestStartTimes.set(requestId, Date.now());
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this.metrics.pendingRequests++;
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}
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/**
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* Track request completion
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*/
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trackRequestComplete(requestId, success) {
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const startTime = this.requestStartTimes.get(requestId);
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if (startTime) {
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const latency = Date.now() - startTime;
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this.requestLatencies.push(latency);
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this.requestStartTimes.delete(requestId);
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// Keep latency array bounded
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if (this.requestLatencies.length > 1000) {
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this.requestLatencies = this.requestLatencies.slice(-500);
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}
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}
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if (success) {
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this.successCount++;
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}
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else {
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this.errorCount++;
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}
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this.metrics.pendingRequests = Math.max(0, this.metrics.pendingRequests - 1);
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}
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/**
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* Check if we should adapt configuration
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*/
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adaptIfNeeded() {
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const now = Date.now();
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if (now - this.lastAdaptationTime < this.adaptationInterval) {
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return;
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}
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this.lastAdaptationTime = now;
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this.updateMetrics();
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this.analyzeAndAdapt();
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}
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/**
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* Update current metrics
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*/
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updateMetrics() {
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const now = Date.now();
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const timeSinceReset = (now - this.lastMetricReset) / 1000;
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// Calculate requests per second
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const totalRequests = this.successCount + this.errorCount;
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this.metrics.requestsPerSecond = timeSinceReset > 0
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? totalRequests / timeSinceReset
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: 0;
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// Calculate error rate
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this.metrics.errorRate = totalRequests > 0
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? this.errorCount / totalRequests
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: 0;
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// Calculate latency percentiles
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if (this.requestLatencies.length > 0) {
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const sorted = [...this.requestLatencies].sort((a, b) => a - b);
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const p50Index = Math.floor(sorted.length * 0.5);
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const p95Index = Math.floor(sorted.length * 0.95);
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this.metrics.latencyP50 = sorted[p50Index] || 0;
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this.metrics.latencyP95 = sorted[p95Index] || 0;
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}
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// Calculate socket utilization
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this.metrics.socketUtilization = this.metrics.pendingRequests / this.config.maxSockets;
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// Memory usage
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if (typeof process !== 'undefined' && process.memoryUsage) {
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const memUsage = process.memoryUsage();
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this.metrics.memoryUsage = memUsage.heapUsed / memUsage.heapTotal;
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}
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// Add to history
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this.history.push({ ...this.metrics });
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if (this.history.length > this.maxHistorySize) {
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this.history.shift();
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}
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// Reset counters periodically
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if (timeSinceReset > 60) {
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this.lastMetricReset = now;
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this.successCount = 0;
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this.errorCount = 0;
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}
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}
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/**
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* Analyze metrics and adapt configuration
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*/
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analyzeAndAdapt() {
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const wasConfig = { ...this.config };
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// Detect high load conditions
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const isHighLoad = this.detectHighLoad();
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const isLowLoad = this.detectLowLoad();
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const hasErrors = this.metrics.errorRate > 0.01; // More than 1% errors
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if (isHighLoad) {
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this.consecutiveHighLoad++;
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this.consecutiveLowLoad = 0;
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if (this.consecutiveHighLoad >= 2) { // Wait for 2 consecutive high load readings
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this.scaleUp();
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}
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}
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else if (isLowLoad) {
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this.consecutiveLowLoad++;
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this.consecutiveHighLoad = 0;
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if (this.consecutiveLowLoad >= 6) { // Wait longer before scaling down
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this.scaleDown();
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}
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}
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else {
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// Reset counters if load is normal
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this.consecutiveHighLoad = Math.max(0, this.consecutiveHighLoad - 1);
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this.consecutiveLowLoad = Math.max(0, this.consecutiveLowLoad - 1);
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}
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// Handle error conditions
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if (hasErrors) {
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this.handleErrors();
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}
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// Log significant changes
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if (JSON.stringify(wasConfig) !== JSON.stringify(this.config)) {
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this.logger.info('Adapted configuration', {
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from: wasConfig,
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to: this.config,
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metrics: this.metrics
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});
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}
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}
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/**
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* Detect high load conditions
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*/
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detectHighLoad() {
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return (this.metrics.socketUtilization > 0.7 || // Sockets heavily used
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this.metrics.pendingRequests > this.config.maxSockets * 0.8 || // Many pending requests
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this.metrics.latencyP95 > 5000 || // High latency
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this.metrics.requestsPerSecond > 100 // High request rate
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);
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}
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/**
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* Detect low load conditions
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*/
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detectLowLoad() {
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return (this.metrics.socketUtilization < 0.2 && // Sockets barely used
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this.metrics.pendingRequests < 5 && // Few pending requests
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this.metrics.latencyP95 < 1000 && // Low latency
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this.metrics.requestsPerSecond < 10 && // Low request rate
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this.metrics.memoryUsage < 0.5 // Low memory usage
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);
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}
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/**
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* Scale up resources for high load
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*/
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scaleUp() {
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// Increase socket limits progressively
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const scaleFactor = this.metrics.errorRate > 0.05 ? 1.5 : 2.0; // Scale more aggressively if no errors
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this.config.maxSockets = Math.min(2000, // Hard limit to prevent resource exhaustion
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Math.ceil(this.config.maxSockets * scaleFactor));
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this.config.maxFreeSockets = Math.min(200, Math.ceil(this.config.maxSockets * 0.1) // Keep 10% as free sockets
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);
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// Increase batch size for better throughput
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this.config.batchSize = Math.min(100, Math.ceil(this.config.batchSize * 1.5));
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// Adjust timeouts for high load
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this.config.keepAliveTimeout = 120000; // Keep connections alive longer
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this.config.connectionTimeout = 15000; // Allow more time for connections
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this.config.socketTimeout = 90000; // Allow more time for responses
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this.logger.debug('Scaled up for high load', {
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sockets: this.config.maxSockets,
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batchSize: this.config.batchSize
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});
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}
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/**
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* Scale down resources for low load
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*/
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scaleDown() {
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// Only scale down if memory pressure is low
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if (this.metrics.memoryUsage > 0.7) {
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return;
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}
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// Decrease socket limits conservatively
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this.config.maxSockets = Math.max(50, // Minimum sockets
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Math.floor(this.config.maxSockets * 0.7));
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this.config.maxFreeSockets = Math.max(10, Math.floor(this.config.maxSockets * 0.2) // Keep 20% as free sockets
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);
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// Decrease batch size
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this.config.batchSize = Math.max(5, Math.floor(this.config.batchSize * 0.7));
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// Adjust timeouts for low load
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this.config.keepAliveTimeout = 60000;
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this.config.connectionTimeout = 10000;
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this.config.socketTimeout = 60000;
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this.logger.debug('Scaled down for low load', {
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sockets: this.config.maxSockets,
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batchSize: this.config.batchSize
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});
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}
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/**
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* Handle error conditions by adjusting configuration
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*/
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handleErrors() {
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const errorRate = this.metrics.errorRate;
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if (errorRate > 0.1) { // More than 10% errors
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// Severe errors - back off aggressively
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this.config.maxSockets = Math.max(50, Math.floor(this.config.maxSockets * 0.5));
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this.config.batchSize = Math.max(1, Math.floor(this.config.batchSize * 0.3));
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this.config.connectionTimeout = Math.min(30000, this.config.connectionTimeout * 2);
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this.config.socketTimeout = Math.min(120000, this.config.socketTimeout * 2);
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this.logger.warn('High error rate detected, backing off', {
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errorRate,
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newConfig: this.config
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});
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}
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else if (errorRate > 0.05) { // More than 5% errors
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// Moderate errors - reduce load slightly
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this.config.batchSize = Math.max(1, Math.floor(this.config.batchSize * 0.7));
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this.config.connectionTimeout = Math.min(20000, this.config.connectionTimeout * 1.2);
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}
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}
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/**
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* Check if we should recreate the handler
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*/
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shouldRecreateHandler() {
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if (!this.currentAgent)
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return true;
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// Recreate if socket configuration changed significantly
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const currentMaxSockets = this.currentAgent.maxSockets;
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const socketsDiff = Math.abs(currentMaxSockets - this.config.maxSockets);
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return socketsDiff > currentMaxSockets * 0.5; // 50% change threshold
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}
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/**
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* Get current configuration (for monitoring)
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*/
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getConfig() {
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return { ...this.config };
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}
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/**
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* Get current metrics (for monitoring)
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*/
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getMetrics() {
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return { ...this.metrics };
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}
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/**
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* Predict optimal configuration based on historical data
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*/
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predictOptimalConfig() {
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if (this.history.length < 10) {
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return this.config; // Not enough data to predict
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}
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// Analyze recent history
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const recentHistory = this.history.slice(-20);
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const avgRPS = recentHistory.reduce((sum, m) => sum + m.requestsPerSecond, 0) / recentHistory.length;
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const maxRPS = Math.max(...recentHistory.map(m => m.requestsPerSecond));
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const avgLatency = recentHistory.reduce((sum, m) => sum + m.latencyP95, 0) / recentHistory.length;
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// Predict optimal socket count based on request patterns
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const optimalSockets = Math.min(2000, Math.max(50, Math.ceil(maxRPS * 2)));
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// Predict optimal batch size based on latency
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const optimalBatchSize = avgLatency < 1000 ? 50 : avgLatency < 3000 ? 20 : 10;
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return {
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maxSockets: optimalSockets,
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maxFreeSockets: Math.ceil(optimalSockets * 0.15),
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keepAliveTimeout: avgRPS > 50 ? 120000 : 60000,
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connectionTimeout: avgLatency > 3000 ? 20000 : 10000,
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socketTimeout: avgLatency > 3000 ? 90000 : 60000,
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batchSize: optimalBatchSize
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};
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}
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/**
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* Reset to default configuration
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*/
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reset() {
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this.config = {
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maxSockets: 100,
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maxFreeSockets: 20,
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keepAliveTimeout: 60000,
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connectionTimeout: 10000,
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socketTimeout: 60000,
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batchSize: 10
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};
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this.consecutiveHighLoad = 0;
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this.consecutiveLowLoad = 0;
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this.history = [];
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this.requestLatencies = [];
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this.errorCount = 0;
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this.successCount = 0;
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// Force recreation of handler
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this.currentAgent = null;
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this.currentHandler = null;
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this.logger.info('Reset to default configuration');
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}
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}
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// Global singleton instance
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let globalSocketManager = null;
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/**
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* Get the global socket manager instance
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*/
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export function getGlobalSocketManager() {
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if (!globalSocketManager) {
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globalSocketManager = new AdaptiveSocketManager();
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}
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return globalSocketManager;
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}
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//# sourceMappingURL=adaptiveSocketManager.js.map
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