brainy/src/utils/requestCoalescer.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
/**
* Request Coalescer
* Batches and deduplicates operations to reduce S3 API calls
* Automatically flushes based on size, time, or pressure
*/
import { createModuleLogger } from './logger.js'
interface CoalescedOperation {
type: 'write' | 'read' | 'delete'
key: string
data?: any
resolve: (value: any) => void
reject: (error: any) => void
timestamp: number
}
interface BatchStats {
totalOperations: number
coalescedOperations: number
deduplicated: number
batchesProcessed: number
averageBatchSize: number
}
/**
* Coalesces multiple operations into efficient batches
*/
export class RequestCoalescer {
private logger = createModuleLogger('RequestCoalescer')
// Operation queues by type
private writeQueue = new Map<string, CoalescedOperation[]>()
private readQueue = new Map<string, CoalescedOperation[]>()
private deleteQueue = new Map<string, CoalescedOperation[]>()
// Batch configuration
private maxBatchSize = 100
private maxBatchAge = 100 // ms - flush quickly under load
private minBatchSize = 10 // Don't flush until we have enough
// Flush timers
private flushTimer: NodeJS.Timeout | null = null
private lastFlush = Date.now()
// Statistics
private stats: BatchStats = {
totalOperations: 0,
coalescedOperations: 0,
deduplicated: 0,
batchesProcessed: 0,
averageBatchSize: 0
}
// Processor function
private processor: (batch: CoalescedOperation[]) => Promise<void>
constructor(
processor: (batch: CoalescedOperation[]) => Promise<void>,
options?: {
maxBatchSize?: number
maxBatchAge?: number
minBatchSize?: number
}
) {
this.processor = processor
if (options) {
this.maxBatchSize = options.maxBatchSize || this.maxBatchSize
this.maxBatchAge = options.maxBatchAge || this.maxBatchAge
this.minBatchSize = options.minBatchSize || this.minBatchSize
}
}
/**
* Add a write operation to be coalesced
*/
public async write(key: string, data: any): Promise<void> {
return new Promise((resolve, reject) => {
// Check if we already have a pending write for this key
const existing = this.writeQueue.get(key)
if (existing && existing.length > 0) {
// Replace the data but resolve all promises
const last = existing[existing.length - 1]
last.data = data // Use latest data
// Add this promise to be resolved
existing.push({
type: 'write',
key,
data,
resolve,
reject,
timestamp: Date.now()
})
this.stats.deduplicated++
} else {
// New write operation
this.writeQueue.set(key, [{
type: 'write',
key,
data,
resolve,
reject,
timestamp: Date.now()
}])
}
this.stats.totalOperations++
this.checkFlush()
})
}
/**
* Add a read operation to be coalesced
*/
public async read(key: string): Promise<any> {
return new Promise((resolve, reject) => {
// Check if we already have a pending read for this key
const existing = this.readQueue.get(key)
if (existing && existing.length > 0) {
// Coalesce with existing read
existing.push({
type: 'read',
key,
resolve,
reject,
timestamp: Date.now()
})
this.stats.deduplicated++
} else {
// New read operation
this.readQueue.set(key, [{
type: 'read',
key,
resolve,
reject,
timestamp: Date.now()
}])
}
this.stats.totalOperations++
this.checkFlush()
})
}
/**
* Add a delete operation to be coalesced
*/
public async delete(key: string): Promise<void> {
return new Promise((resolve, reject) => {
// Cancel any pending writes for this key
if (this.writeQueue.has(key)) {
const writes = this.writeQueue.get(key)!
writes.forEach(op => op.reject(new Error('Cancelled by delete')))
this.writeQueue.delete(key)
this.stats.deduplicated += writes.length
}
// Cancel any pending reads for this key
if (this.readQueue.has(key)) {
const reads = this.readQueue.get(key)!
reads.forEach(op => op.resolve(null)) // Return null for deleted items
this.readQueue.delete(key)
this.stats.deduplicated += reads.length
}
// Check if we already have a pending delete
const existing = this.deleteQueue.get(key)
if (existing && existing.length > 0) {
// Coalesce with existing delete
existing.push({
type: 'delete',
key,
resolve,
reject,
timestamp: Date.now()
})
this.stats.deduplicated++
} else {
// New delete operation
this.deleteQueue.set(key, [{
type: 'delete',
key,
resolve,
reject,
timestamp: Date.now()
}])
}
this.stats.totalOperations++
this.checkFlush()
})
}
/**
* Check if we should flush the queues
*/
private checkFlush(): void {
const totalSize = this.writeQueue.size + this.readQueue.size + this.deleteQueue.size
const now = Date.now()
const age = now - this.lastFlush
// Immediate flush conditions
if (totalSize >= this.maxBatchSize) {
this.flush('size_limit')
return
}
// Age-based flush
if (age >= this.maxBatchAge && totalSize >= this.minBatchSize) {
this.flush('age_limit')
return
}
// Schedule a flush if not already scheduled
if (!this.flushTimer && totalSize > 0) {
const delay = Math.max(10, this.maxBatchAge - age)
this.flushTimer = setTimeout(() => {
this.flush('timer')
}, delay)
}
}
/**
* Flush all queued operations
*/
public async flush(reason: string = 'manual'): Promise<void> {
// Clear timer
if (this.flushTimer) {
clearTimeout(this.flushTimer)
this.flushTimer = null
}
// Collect all operations into a single batch
const batch: CoalescedOperation[] = []
// Process deletes first (highest priority)
this.deleteQueue.forEach((ops) => {
// Only take the first operation per key (others are duplicates)
if (ops.length > 0) {
batch.push(ops[0])
this.stats.coalescedOperations += ops.length
}
})
// Then writes
this.writeQueue.forEach((ops) => {
if (ops.length > 0) {
// Use the last write (most recent data)
const lastWrite = ops[ops.length - 1]
batch.push(lastWrite)
this.stats.coalescedOperations += ops.length
}
})
// Then reads
this.readQueue.forEach((ops) => {
if (ops.length > 0) {
batch.push(ops[0])
this.stats.coalescedOperations += ops.length
}
})
// Clear queues
const allOps = [
...Array.from(this.deleteQueue.values()).flat(),
...Array.from(this.writeQueue.values()).flat(),
...Array.from(this.readQueue.values()).flat()
]
this.deleteQueue.clear()
this.writeQueue.clear()
this.readQueue.clear()
if (batch.length === 0) {
return
}
// Update stats
this.stats.batchesProcessed++
this.stats.averageBatchSize =
(this.stats.averageBatchSize * (this.stats.batchesProcessed - 1) + batch.length) /
this.stats.batchesProcessed
this.logger.debug(`Flushing batch of ${batch.length} operations (${allOps.length} total) - reason: ${reason}`)
// Process the batch
try {
await this.processor(batch)
// Resolve all promises
allOps.forEach(op => {
if (op.type === 'read') {
// Find the result for this read
const result = batch.find(b => b.key === op.key && b.type === 'read')
op.resolve(result?.data || null)
} else {
op.resolve(undefined)
}
})
} catch (error) {
// Reject all promises
allOps.forEach(op => op.reject(error))
this.logger.error('Batch processing failed:', error)
}
this.lastFlush = Date.now()
}
/**
* Get current statistics
*/
public getStats(): BatchStats {
return { ...this.stats }
}
/**
* Get current queue sizes
*/
public getQueueSizes(): {
writes: number
reads: number
deletes: number
total: number
} {
return {
writes: this.writeQueue.size,
reads: this.readQueue.size,
deletes: this.deleteQueue.size,
total: this.writeQueue.size + this.readQueue.size + this.deleteQueue.size
}
}
/**
* Adjust batch parameters based on load
*/
public adjustParameters(pending: number): void {
if (pending > 10000) {
// Extreme load - batch aggressively
this.maxBatchSize = 500
this.maxBatchAge = 50
this.minBatchSize = 50
} else if (pending > 1000) {
// High load - larger batches
this.maxBatchSize = 200
this.maxBatchAge = 100
this.minBatchSize = 20
} else if (pending > 100) {
// Moderate load
this.maxBatchSize = 100
this.maxBatchAge = 200
this.minBatchSize = 10
} else {
// Low load - optimize for latency
this.maxBatchSize = 50
this.maxBatchAge = 500
this.minBatchSize = 5
}
}
/**
* Force immediate flush of all operations
*/
public async forceFlush(): Promise<void> {
await this.flush('force')
}
}
// Global coalescer instances by storage type
const coalescers = new Map<string, RequestCoalescer>()
/**
* Get or create a coalescer for a storage instance
*/
export function getCoalescer(
storageId: string,
processor: (batch: any[]) => Promise<void>
): RequestCoalescer {
if (!coalescers.has(storageId)) {
coalescers.set(storageId, new RequestCoalescer(processor))
}
return coalescers.get(storageId)!
}
/**
* Clear all coalescers
*/
export function clearCoalescers(): void {
coalescers.clear()
}