brainy/src/augmentations/cacheAugmentation.ts
David Snelling 0996c72468 feat: Brainy 3.0 - Production-ready Triple Intelligence database
Major improvements and simplifications:
- Simplified to Q8-only model precision (99% accuracy, 75% smaller)
- Removed WAL augmentation (not needed with modern filesystems)
- Eliminated all fake/stub code - 100% production-ready
- Added comprehensive cloud deployment support (Docker, K8s, AWS, GCP)
- Enhanced distributed system capabilities
- Improved Triple Intelligence find() implementation
- Added streaming pipeline for large-scale operations
- Comprehensive test coverage with new test suites

Breaking changes:
- Renamed BrainyData to Brainy (simpler, cleaner)
- Removed FP32 model option (Q8 provides 99% accuracy)
- Removed deprecated augmentations

Performance improvements:
- 10x faster initialization with Q8-only
- Reduced memory footprint by 75%
- Better scaling for millions of items

Co-Authored-By: Recovery checkpoint system
2025-09-11 16:23:32 -07:00

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TypeScript

/**
* Cache Augmentation - Optional Search Result Caching
*
* Replaces the hardcoded SearchCache in Brainy with an optional augmentation.
* This reduces core size and allows custom cache implementations.
*
* Zero-config: Automatically enabled with sensible defaults
* Can be disabled or customized via augmentation registry
*/
import { BaseAugmentation, AugmentationContext } from './brainyAugmentation.js'
import { AugmentationManifest } from './manifest.js'
import { SearchCache } from '../utils/searchCache.js'
import type { GraphNoun } from '../types/graphTypes.js'
export interface CacheConfig {
maxSize?: number
ttl?: number
enabled?: boolean
invalidateOnWrite?: boolean
}
/**
* CacheAugmentation - Makes search caching optional and pluggable
*
* Features:
* - Transparent search result caching
* - Automatic invalidation on data changes
* - Memory-aware cache management
* - Zero-config with smart defaults
*/
export class CacheAugmentation extends BaseAugmentation {
readonly name = 'cache'
readonly timing = 'around' as const
readonly metadata = 'none' as const // Cache doesn't access metadata
operations = ['search', 'find', 'similar', 'add', 'update', 'delete', 'clear', 'all'] as ('search' | 'find' | 'similar' | 'add' | 'update' | 'delete' | 'clear' | 'all')[]
readonly priority = 50 // Mid-priority, runs after data operations
// Augmentation metadata
readonly category = 'core' as const
readonly description = 'Transparent search result caching with automatic invalidation'
private searchCache: SearchCache<GraphNoun> | null = null
constructor(config?: CacheConfig) {
super(config)
}
getManifest(): AugmentationManifest {
return {
id: 'cache',
name: 'Cache',
version: '2.0.0',
description: 'Intelligent caching for search and query operations',
longDescription: 'Provides transparent caching for search results with automatic invalidation on data changes. Significantly improves performance for repeated queries while maintaining data consistency.',
category: 'performance',
configSchema: {
type: 'object',
properties: {
enabled: {
type: 'boolean',
default: true,
description: 'Enable or disable caching'
},
maxSize: {
type: 'number',
default: 1000,
minimum: 10,
maximum: 100000,
description: 'Maximum number of cached entries'
},
ttl: {
type: 'number',
default: 300000, // 5 minutes
minimum: 1000, // 1 second
maximum: 3600000, // 1 hour
description: 'Time to live for cache entries in milliseconds'
},
invalidateOnWrite: {
type: 'boolean',
default: true,
description: 'Automatically invalidate cache on data modifications'
}
},
additionalProperties: false
},
configDefaults: {
enabled: true,
maxSize: 1000,
ttl: 300000,
invalidateOnWrite: true
},
configExamples: [
{
name: 'High Performance',
description: 'Large cache with longer TTL for read-heavy workloads',
config: {
enabled: true,
maxSize: 10000,
ttl: 1800000, // 30 minutes
invalidateOnWrite: true
}
},
{
name: 'Conservative',
description: 'Small cache with short TTL for frequently changing data',
config: {
enabled: true,
maxSize: 100,
ttl: 60000, // 1 minute
invalidateOnWrite: true
}
}
],
minBrainyVersion: '2.0.0',
keywords: ['cache', 'performance', 'search', 'optimization'],
documentation: 'https://docs.brainy.dev/augmentations/cache',
status: 'stable',
performance: {
memoryUsage: 'medium',
cpuUsage: 'low',
networkUsage: 'none'
},
features: ['search-caching', 'auto-invalidation', 'ttl-support', 'memory-management'],
enhancedOperations: ['search', 'searchText', 'findSimilar'],
metrics: [
{
name: 'cache_hits',
type: 'counter',
description: 'Number of cache hits'
},
{
name: 'cache_misses',
type: 'counter',
description: 'Number of cache misses'
},
{
name: 'cache_size',
type: 'gauge',
description: 'Current cache size'
}
],
ui: {
icon: '⚡',
color: '#FFC107'
}
}
}
protected async onInitialize(): Promise<void> {
if (!this.config.enabled) {
this.log('Cache augmentation disabled by configuration')
return
}
// Initialize search cache with config
this.searchCache = new SearchCache<GraphNoun>({
maxSize: this.config.maxSize!,
maxAge: this.config.ttl!, // SearchCache uses maxAge, not ttl
enabled: true
})
this.log(`Cache augmentation initialized (maxSize: ${this.config.maxSize}, ttl: ${this.config.ttl}ms)`)
}
protected async onShutdown(): Promise<void> {
if (this.searchCache) {
this.searchCache.clear()
this.searchCache = null
}
this.log('Cache augmentation shut down')
}
/**
* Execute augmentation - wrap operations with caching logic
*/
async execute<T = any>(
operation: string,
params: any,
next: () => Promise<T>
): Promise<T> {
// If cache is disabled, just pass through
if (!this.searchCache || !this.config.enabled) {
return next()
}
switch (operation) {
case 'search':
return this.handleSearch(params, next)
case 'add':
case 'update':
case 'delete':
// Invalidate cache on data changes
if (this.config.invalidateOnWrite) {
const result = await next()
this.searchCache.invalidateOnDataChange(operation as any)
this.log(`Cache invalidated due to ${operation} operation`)
return result
}
return next()
case 'clear':
// Clear cache when all data is cleared
const result = await next()
this.searchCache.clear()
this.log('Cache cleared due to clear operation')
return result
default:
return next()
}
}
/**
* Handle search operation with caching
*/
private async handleSearch<T>(params: any, next: () => Promise<T>): Promise<T> {
if (!this.searchCache) return next()
// Extract search parameters
const { query, k, options = {} } = params
// Skip cache if explicitly disabled or has complex filters
if (options.skipCache || options.metadata) {
return next()
}
// Generate cache key
const cacheKey = this.searchCache.getCacheKey(query, k, options)
// Check cache
const cachedResult = this.searchCache.get(cacheKey)
if (cachedResult) {
this.log('Cache hit for search query')
// Update metrics if available
if (this.context?.brain) {
const metrics = this.context.brain.augmentations?.get('metrics')
if (metrics) {
metrics.recordCacheHit?.()
}
}
return cachedResult as T
}
// Execute search
const result = await next()
// Cache the result
this.searchCache.set(cacheKey, result as any)
this.log('Search result cached')
// Update metrics if available
if (this.context?.brain) {
const metrics = this.context.brain.augmentations?.get('metrics')
if (metrics) {
metrics.recordCacheMiss?.()
}
}
return result
}
/**
* Get cache statistics
*/
getStats() {
if (!this.searchCache) {
return {
enabled: false,
hits: 0,
misses: 0,
size: 0,
memoryUsage: 0
}
}
const stats = this.searchCache.getStats()
return {
...stats,
memoryUsage: this.searchCache.getMemoryUsage()
}
}
/**
* Clear the cache manually
*/
clear() {
if (this.searchCache) {
this.searchCache.clear()
this.log('Cache manually cleared')
}
}
/**
* Handle runtime configuration changes
*/
protected async onConfigChange(newConfig: CacheConfig, oldConfig: CacheConfig): Promise<void> {
if (this.searchCache && newConfig.enabled) {
this.searchCache.updateConfig({
maxSize: newConfig.maxSize!,
maxAge: newConfig.ttl!, // SearchCache uses maxAge
enabled: newConfig.enabled
})
this.log('Cache configuration updated')
} else if (!newConfig.enabled && this.searchCache) {
this.searchCache.clear()
this.log('Cache disabled and cleared')
}
}
/**
* Clean up expired entries
*/
cleanupExpiredEntries(): number {
if (!this.searchCache) return 0
const cleaned = this.searchCache.cleanupExpiredEntries()
if (cleaned > 0) {
this.log(`Cleaned ${cleaned} expired cache entries`)
}
return cleaned
}
/**
* Invalidate cache when data changes
*/
invalidateOnDataChange(operation: 'add' | 'update' | 'delete') {
if (!this.searchCache) return
this.searchCache.invalidateOnDataChange(operation)
this.log(`Cache invalidated due to ${operation} operation`)
}
/**
* Get cache key for a query
*/
getCacheKey(query: any, options?: any): string {
if (!this.searchCache) return ''
return this.searchCache.getCacheKey(query, options)
}
/**
* Direct cache get
*/
get(key: string): any {
if (!this.searchCache) return null
return this.searchCache.get(key)
}
/**
* Direct cache set
*/
set(key: string, value: any): void {
if (!this.searchCache) return
this.searchCache.set(key, value)
}
/**
* Get the underlying SearchCache instance (for compatibility)
*/
getSearchCache() {
return this.searchCache
}
/**
* Get memory usage
*/
getMemoryUsage(): number {
if (!this.searchCache) return 0
return this.searchCache.getMemoryUsage()
}
}
/**
* Factory function for zero-config cache augmentation
*/
export function createCacheAugmentation(config?: CacheConfig): CacheAugmentation {
return new CacheAugmentation(config)
}