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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328
dist/utils/writeBuffer.js
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328
dist/utils/writeBuffer.js
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/**
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* Write Buffer
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* Accumulates writes and flushes them in bulk to reduce S3 operations
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* Implements intelligent deduplication and compression
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*/
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import { createModuleLogger } from './logger.js';
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import { getGlobalBackpressure } from './adaptiveBackpressure.js';
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/**
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* High-performance write buffer for bulk operations
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*/
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export class WriteBuffer {
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constructor(type, writeFunction, options) {
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this.logger = createModuleLogger('WriteBuffer');
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// Buffer storage
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this.buffer = new Map();
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// Configuration - More aggressive for high volume
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this.maxBufferSize = 2000; // Allow larger buffers
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this.flushInterval = 500; // Flush more frequently (0.5 seconds)
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this.minFlushSize = 50; // Lower minimum to flush sooner
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this.maxRetries = 3; // Maximum retry attempts
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// State
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this.flushTimer = null;
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this.isFlushing = false;
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this.lastFlush = Date.now();
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this.pendingFlush = null;
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// Statistics
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this.totalWrites = 0;
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this.totalFlushes = 0;
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this.failedWrites = 0;
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this.duplicatesRemoved = 0;
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// Backpressure integration
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this.backpressure = getGlobalBackpressure();
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this.type = type;
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this.writeFunction = writeFunction;
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if (options) {
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this.maxBufferSize = options.maxBufferSize || this.maxBufferSize;
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this.flushInterval = options.flushInterval || this.flushInterval;
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this.minFlushSize = options.minFlushSize || this.minFlushSize;
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}
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// Start periodic flush
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this.startPeriodicFlush();
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}
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/**
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* Add item to buffer
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*/
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async add(id, data) {
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// Check if we're already at capacity
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if (this.buffer.size >= this.maxBufferSize) {
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// Wait for current flush to complete
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if (this.pendingFlush) {
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await this.pendingFlush;
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}
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// Force flush if still at capacity
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if (this.buffer.size >= this.maxBufferSize) {
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await this.flush('capacity');
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}
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}
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// Check for duplicate and update if newer
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const existing = this.buffer.get(id);
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if (existing) {
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// Update with newer data
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existing.data = data;
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existing.timestamp = Date.now();
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this.duplicatesRemoved++;
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}
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else {
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// Add new item
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this.buffer.set(id, {
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id,
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data,
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timestamp: Date.now(),
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type: this.type,
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retryCount: 0
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});
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}
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this.totalWrites++;
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// Log buffer growth periodically
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if (this.totalWrites % 100 === 0) {
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this.logger.info(`📈 BUFFER GROWTH: ${this.buffer.size} ${this.type} items buffered (${this.totalWrites} total writes, ${this.duplicatesRemoved} deduplicated)`);
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}
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// Check if we should flush
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this.checkFlush();
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}
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/**
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* Check if we should flush
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*/
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checkFlush() {
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const bufferSize = this.buffer.size;
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const timeSinceFlush = Date.now() - this.lastFlush;
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// Immediate flush conditions
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if (bufferSize >= this.maxBufferSize) {
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this.flush('size');
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return;
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}
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// Time-based flush with minimum size
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if (timeSinceFlush >= this.flushInterval && bufferSize >= this.minFlushSize) {
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this.flush('time');
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return;
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}
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// Adaptive flush based on system load
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const backpressureStatus = this.backpressure.getStatus();
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if (backpressureStatus.queueLength > 1000 && bufferSize > 10) {
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// System under pressure - flush smaller batches more frequently
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this.flush('pressure');
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}
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}
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/**
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* Flush buffer to storage
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*/
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async flush(reason = 'manual') {
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// Prevent concurrent flushes
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if (this.isFlushing) {
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if (this.pendingFlush) {
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return this.pendingFlush;
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}
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return { successful: 0, failed: 0, duration: 0 };
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}
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// Nothing to flush
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if (this.buffer.size === 0) {
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return { successful: 0, failed: 0, duration: 0 };
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}
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this.isFlushing = true;
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const startTime = Date.now();
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// Create flush promise
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this.pendingFlush = this.doFlush(reason, startTime);
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try {
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const result = await this.pendingFlush;
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return result;
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}
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finally {
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this.isFlushing = false;
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this.pendingFlush = null;
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}
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}
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/**
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* Perform the actual flush
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*/
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async doFlush(reason, startTime) {
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const itemsToFlush = new Map();
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const flushingItems = new Map();
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// Take items from buffer
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let count = 0;
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for (const [id, item] of this.buffer.entries()) {
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itemsToFlush.set(id, item.data);
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flushingItems.set(id, item);
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count++;
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// Limit batch size for better performance
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if (count >= 500) {
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break;
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}
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}
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// Remove from buffer
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for (const id of itemsToFlush.keys()) {
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this.buffer.delete(id);
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}
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this.logger.warn(`🔄 BUFFERING: Flushing ${itemsToFlush.size} ${this.type} items (buffer had ${this.buffer.size + itemsToFlush.size}) - reason: ${reason}`);
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try {
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// Request permission from backpressure system
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const opId = `flush-${Date.now()}`;
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await this.backpressure.requestPermission(opId, 2); // Higher priority
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try {
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// Perform bulk write
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await this.writeFunction(itemsToFlush);
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// Success
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this.backpressure.releasePermission(opId, true);
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this.totalFlushes++;
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this.lastFlush = Date.now();
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const duration = Date.now() - startTime;
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this.logger.warn(`🚀 BATCH FLUSH: ${itemsToFlush.size} ${this.type} items → 1 bulk S3 operation (${duration}ms, reason: ${reason})`);
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return {
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successful: itemsToFlush.size,
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failed: 0,
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duration
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};
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}
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catch (error) {
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// Release with error
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this.backpressure.releasePermission(opId, false);
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throw error;
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}
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}
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catch (error) {
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this.logger.error(`Flush failed: ${error}`);
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// Put items back with retry count
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for (const [id, item] of flushingItems.entries()) {
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item.retryCount++;
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if (item.retryCount < this.maxRetries) {
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// Put back for retry
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this.buffer.set(id, item);
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}
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else {
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// Max retries exceeded
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this.failedWrites++;
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this.logger.error(`Max retries exceeded for ${this.type} ${id}`);
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}
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}
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const duration = Date.now() - startTime;
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return {
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successful: 0,
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failed: itemsToFlush.size,
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duration
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};
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}
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}
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/**
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* Start periodic flush timer
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*/
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startPeriodicFlush() {
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if (this.flushTimer) {
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return;
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}
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this.flushTimer = setInterval(() => {
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if (this.buffer.size > 0) {
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const timeSinceFlush = Date.now() - this.lastFlush;
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// Flush if we have items and enough time has passed
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if (timeSinceFlush >= this.flushInterval) {
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this.flush('periodic').catch(error => {
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this.logger.error('Periodic flush failed:', error);
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});
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}
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}
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}, Math.min(100, this.flushInterval / 2));
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}
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/**
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* Stop periodic flush timer
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*/
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stop() {
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if (this.flushTimer) {
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clearInterval(this.flushTimer);
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this.flushTimer = null;
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}
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}
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/**
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* Force flush all pending writes
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*/
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async forceFlush() {
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// Flush everything regardless of size
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const oldMinSize = this.minFlushSize;
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this.minFlushSize = 0;
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try {
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const result = await this.flush('force');
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// Flush any remaining items
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while (this.buffer.size > 0) {
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const additionalResult = await this.flush('force-remaining');
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result.successful += additionalResult.successful;
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result.failed += additionalResult.failed;
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result.duration += additionalResult.duration;
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}
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return result;
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}
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finally {
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this.minFlushSize = oldMinSize;
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}
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}
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/**
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* Get buffer statistics
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*/
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getStats() {
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return {
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bufferSize: this.buffer.size,
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totalWrites: this.totalWrites,
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totalFlushes: this.totalFlushes,
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failedWrites: this.failedWrites,
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duplicatesRemoved: this.duplicatesRemoved,
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avgFlushSize: this.totalFlushes > 0 ? this.totalWrites / this.totalFlushes : 0
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};
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}
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/**
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* Adjust parameters based on load
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*/
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adjustForLoad(pendingRequests) {
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if (pendingRequests > 10000) {
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// Extreme load - buffer more aggressively
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this.maxBufferSize = 5000;
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this.flushInterval = 500;
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this.minFlushSize = 500;
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}
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else if (pendingRequests > 1000) {
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// High load
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this.maxBufferSize = 2000;
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this.flushInterval = 1000;
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this.minFlushSize = 200;
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}
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else if (pendingRequests > 100) {
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// Moderate load
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this.maxBufferSize = 1000;
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this.flushInterval = 2000;
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this.minFlushSize = 100;
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}
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else {
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// Low load - optimize for latency
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this.maxBufferSize = 500;
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this.flushInterval = 5000;
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this.minFlushSize = 50;
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}
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}
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}
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// Global write buffers
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const writeBuffers = new Map();
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/**
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* Get or create a write buffer
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*/
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export function getWriteBuffer(id, type, writeFunction) {
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if (!writeBuffers.has(id)) {
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writeBuffers.set(id, new WriteBuffer(type, writeFunction));
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}
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return writeBuffers.get(id);
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}
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/**
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* Flush all write buffers
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*/
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export async function flushAllBuffers() {
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const promises = [];
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for (const buffer of writeBuffers.values()) {
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promises.push(buffer.forceFlush());
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}
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await Promise.all(promises);
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}
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/**
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* Clear all write buffers
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*/
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export function clearWriteBuffers() {
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for (const buffer of writeBuffers.values()) {
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buffer.stop();
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}
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writeBuffers.clear();
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}
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//# sourceMappingURL=writeBuffer.js.map
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