refactor: remove src/cortex/ directory and fix README claims
- Move neuralImport.ts and neuralImportAugmentation.ts to src/neural/ - Delete 3 dead files (healthCheck, backupRestore, performanceMonitor) - Remove cortex entries from package.json browser field - Fix unsubstantiated performance claims in README (add PROJECTED labels) - Delete stale dist/cortex/ artifacts
This commit is contained in:
parent
0292cf2ddf
commit
36db644eca
9 changed files with 16 additions and 1702 deletions
24
README.md
24
README.md
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@ -204,10 +204,10 @@ const brain = new Brainy({
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```javascript
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const brain = new Brainy({
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storage: { type: 's3', s3Storage: { bucketName: 'my-kb', region: 'us-east-1' } },
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hnsw: { typeAware: true } // 87% memory reduction
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hnsw: { typeAware: true }
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})
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```
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**Scale:** Millions of entities • **Performance:** <10ms queries, 12GB @ 10M entities
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**Scale:** Millions of entities • **Performance:** <10ms queries (measured at 1M scale)
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### 🌍 Enterprise → Billion+ Scale
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```javascript
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@ -216,7 +216,7 @@ const brain = new Brainy({
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hnsw: { typeAware: true, M: 32, efConstruction: 400 }
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})
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```
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**Scale:** Billions (tested @ 1B+) • **Performance:** 18ms queries, 50GB memory
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**Scale:** PROJECTED billion+ (extrapolated from 10M tests, not tested at 1B)
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**Cost:** $138k/year → $6k/year with intelligent tiering (96% savings)
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**→ [Capacity Planning Guide](docs/operations/capacity-planning.md)** | **[Cost Optimization](docs/operations/)**
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@ -586,15 +586,15 @@ npm install @soulcraft/cortex
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## Benchmarks
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| Operation | Performance | Memory |
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|-----------|-------------|--------|
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| Initialize | 450ms | 24MB |
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| Add entity | 12ms | +0.1MB |
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| Vector search (1K) | 3ms | - |
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| Metadata filter (10K) | 0.8ms | - |
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| Bulk import (1K) | 2.3s | +8MB |
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| **10M entities** | **5.8ms** | **12GB** |
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| **1B entities** | **18ms** | **50GB** |
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| Operation | Performance | Memory | Notes |
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|-----------|-------------|--------|-------|
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| Initialize | 450ms | 24MB | Measured |
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| Add entity | 12ms | +0.1MB | Measured |
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| Vector search (1K) | 3ms | - | Measured |
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| Metadata filter (10K) | 0.8ms | - | Measured |
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| Bulk import (1K) | 2.3s | +8MB | Measured |
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| **10M entities** | **5.8ms** | **12GB** | Measured |
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| **1B entities** | **~18ms** | **~50GB** | PROJECTED (extrapolated from 10M) |
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---
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@ -60,12 +60,7 @@
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"browser": {
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"./dist/distributed": false,
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"./dist/cli": false,
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"./dist/scripts": false,
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"./dist/cortex": false,
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"./dist/cortex/neuralImport.js": false,
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"./dist/cortex/performanceMonitor.js": false,
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"./dist/cortex/healthCheck.js": false,
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"./dist/cortex/backupRestore.js": false
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"./dist/scripts": false
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},
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"engines": {
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"node": "22.x",
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@ -16,7 +16,7 @@ import { NounType, VerbType } from '../types/graphTypes.js'
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import { Vector } from '../coreTypes.js'
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import type { Brainy } from '../brainy.js'
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import type { Entity, Relation } from '../types/brainy.types.js'
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import { NeuralImportAugmentation } from '../cortex/neuralImportAugmentation.js'
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import { NeuralImportAugmentation } from '../neural/neuralImportAugmentation.js'
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import { mimeDetector } from '../vfs/MimeTypeDetector.js'
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export interface ImportSource {
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@ -1,506 +0,0 @@
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/**
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* Backup & Restore System - Atomic Age Data Preservation Protocol
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*
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* 🧠 Complete backup/restore with compression and verification
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* ⚛️ 1950s retro sci-fi aesthetic maintained throughout
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*/
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import { Brainy } from '../brainy.js'
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import * as fs from '../universal/fs.js'
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import * as path from '../universal/path.js'
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// @ts-ignore
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import chalk from 'chalk'
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// @ts-ignore
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import ora from 'ora'
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// @ts-ignore
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import boxen from 'boxen'
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// @ts-ignore
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import prompts from 'prompts'
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export interface BackupOptions {
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compress?: boolean
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output?: string
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includeMetadata?: boolean
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includeStatistics?: boolean
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verify?: boolean
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password?: string
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}
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export interface RestoreOptions {
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verify?: boolean
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overwrite?: boolean
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password?: string
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dryRun?: boolean
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}
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export interface BackupManifest {
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version: string
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timestamp: string
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brainyVersion: string
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entityCount: number
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relationshipCount: number
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storageType: string
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compressed: boolean
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encrypted: boolean
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checksum: string
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metadata: {
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created: string
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description?: string
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tags?: string[]
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}
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}
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/**
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* Backup & Restore Engine - The Brain's Memory Preservation System
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*/
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export class BackupRestore {
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private brainy: Brainy
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private colors = {
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primary: chalk.hex('#3A5F4A'),
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success: chalk.hex('#2D4A3A'),
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warning: chalk.hex('#D67441'),
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error: chalk.hex('#B85C35'),
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info: chalk.hex('#4A6B5A'),
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dim: chalk.hex('#8A9B8A'),
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highlight: chalk.hex('#E88B5A'),
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accent: chalk.hex('#F5E6D3'),
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brain: chalk.hex('#E88B5A')
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}
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private emojis = {
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brain: '🧠',
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atom: '⚛️',
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disk: '💾',
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archive: '📦',
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shield: '🛡️',
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check: '✅',
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warning: '⚠️',
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sparkle: '✨',
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rocket: '🚀',
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gear: '⚙️',
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time: '⏰'
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}
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constructor(brainy: Brainy) {
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this.brainy = brainy
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}
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/**
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* Create a complete backup of Brainy data
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*/
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async createBackup(options: BackupOptions = {}): Promise<string> {
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const outputPath = options.output || this.generateBackupPath()
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console.log(boxen(
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`${this.emojis.archive} ${this.colors.brain('ATOMIC DATA PRESERVATION PROTOCOL')} ${this.emojis.atom}\n\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Initiating brain backup sequence')}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Output:')} ${this.colors.highlight(outputPath)}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Compression:')} ${this.colors.highlight(options.compress ? 'Enabled' : 'Disabled')}`,
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{ padding: 1, borderStyle: 'round', borderColor: '#E88B5A' }
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))
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const spinner = ora(`${this.emojis.brain} Scanning neural pathways...`).start()
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try {
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// Phase 1: Collect data
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spinner.text = `${this.emojis.gear} Extracting neural data...`
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const backupData = await this.collectBackupData(options)
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// Phase 2: Create manifest
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spinner.text = `${this.emojis.atom} Generating quantum manifest...`
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const manifest = await this.createManifest(backupData, options)
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// Phase 3: Package data
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spinner.text = `${this.emojis.archive} Packaging atomic data...`
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const packagedData = {
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manifest,
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data: backupData
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}
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// Phase 4: Compress if requested
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let finalData = JSON.stringify(packagedData, null, 2)
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if (options.compress) {
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spinner.text = `${this.emojis.gear} Applying quantum compression...`
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finalData = await this.compressData(finalData)
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}
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// Phase 5: Encrypt if password provided
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if (options.password) {
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spinner.text = `${this.emojis.shield} Applying atomic encryption...`
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finalData = await this.encryptData(finalData, options.password)
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}
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// Phase 6: Write to file
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spinner.text = `${this.emojis.disk} Storing in atomic vault...`
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await fs.writeFile(outputPath, finalData)
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// Phase 7: Verify if requested
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if (options.verify) {
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spinner.text = `${this.emojis.check} Verifying atomic integrity...`
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await this.verifyBackup(outputPath, options)
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}
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spinner.succeed(this.colors.success(
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`${this.emojis.sparkle} Backup complete! Neural pathways preserved in atomic vault.`
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))
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console.log(boxen(
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`${this.emojis.brain} ${this.colors.brain('BACKUP SUMMARY')}\n\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Entities:')} ${this.colors.primary(manifest.entityCount.toLocaleString())}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Relationships:')} ${this.colors.primary(manifest.relationshipCount.toLocaleString())}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Size:')} ${this.colors.highlight(this.formatFileSize(finalData.length))}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Location:')} ${this.colors.highlight(outputPath)}`,
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{ padding: 1, borderStyle: 'round', borderColor: '#2D4A3A' }
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))
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return outputPath
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} catch (error) {
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spinner.fail('Backup failed - atomic vault compromised!')
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throw error
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}
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}
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/**
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* Restore Brainy data from backup
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*/
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async restoreBackup(backupPath: string, options: RestoreOptions = {}): Promise<void> {
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console.log(boxen(
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`${this.emojis.rocket} ${this.colors.brain('ATOMIC RESTORATION PROTOCOL')} ${this.emojis.atom}\n\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Initiating neural restoration sequence')}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Source:')} ${this.colors.highlight(backupPath)}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Mode:')} ${this.colors.highlight(options.dryRun ? 'Simulation' : 'Full Restore')}`,
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{ padding: 1, borderStyle: 'round', borderColor: '#E88B5A' }
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))
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const spinner = ora(`${this.emojis.brain} Loading atomic vault...`).start()
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try {
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// Phase 1: Load backup file
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spinner.text = `${this.emojis.disk} Reading atomic data...`
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let rawData = await fs.readFile(backupPath, 'utf8')
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// Phase 2: Decrypt if needed
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if (options.password) {
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spinner.text = `${this.emojis.shield} Decrypting atomic data...`
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rawData = await this.decryptData(rawData, options.password)
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}
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// Phase 3: Decompress if needed
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spinner.text = `${this.emojis.gear} Decompressing quantum data...`
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const decompressedData = await this.decompressData(rawData)
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// Phase 4: Parse backup data
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const backupPackage = JSON.parse(decompressedData)
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const { manifest, data } = backupPackage
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// Phase 5: Verify integrity
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if (options.verify) {
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spinner.text = `${this.emojis.check} Verifying atomic integrity...`
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await this.verifyRestoreData(data, manifest)
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}
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// Phase 6: Display what will be restored
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console.log('\n' + boxen(
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`${this.emojis.brain} ${this.colors.brain('RESTORATION PREVIEW')}\n\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Backup Date:')} ${this.colors.highlight(new Date(manifest.timestamp).toLocaleString())}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Entities:')} ${this.colors.primary(manifest.entityCount.toLocaleString())}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Relationships:')} ${this.colors.primary(manifest.relationshipCount.toLocaleString())}\n` +
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`${this.colors.accent('◆')} ${this.colors.dim('Storage Type:')} ${this.colors.highlight(manifest.storageType)}`,
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{ padding: 1, borderStyle: 'round', borderColor: '#D67441' }
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))
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if (options.dryRun) {
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spinner.succeed(this.colors.success('Dry run complete - restoration simulation successful'))
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return
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}
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// Phase 7: Confirm restoration
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if (!options.overwrite) {
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const { confirm } = await prompts({
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type: 'confirm',
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name: 'confirm',
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message: `${this.emojis.warning} This will replace current data. Continue?`,
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initial: false
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})
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if (!confirm) {
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spinner.info('Restoration cancelled by user')
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return
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}
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}
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// Phase 8: Restore data
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spinner.text = `${this.emojis.rocket} Restoring neural pathways...`
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await this.executeRestore(data, manifest)
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spinner.succeed(this.colors.success(
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`${this.emojis.sparkle} Restoration complete! Neural pathways successfully reconstructed.`
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))
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} catch (error) {
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spinner.fail('Restoration failed - atomic vault corrupted!')
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throw error
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}
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}
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/**
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* List available backups in a directory
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*/
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async listBackups(directory: string = './backups'): Promise<BackupManifest[]> {
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try {
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const files = await fs.readdir(directory)
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const backupFiles = files.filter(f => f.endsWith('.brainy') || f.endsWith('.json'))
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const manifests: BackupManifest[] = []
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for (const file of backupFiles) {
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try {
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const filePath = path.join(directory, file)
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const manifest = await this.getBackupManifest(filePath)
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if (manifest) manifests.push(manifest)
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} catch (error) {
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// Skip invalid backup files
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}
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}
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return manifests.sort((a, b) => new Date(b.timestamp).getTime() - new Date(a.timestamp).getTime())
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} catch (error) {
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return []
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}
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}
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/**
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* Get backup manifest without loading full backup
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*/
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private async getBackupManifest(backupPath: string): Promise<BackupManifest | null> {
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try {
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const rawData = await fs.readFile(backupPath, 'utf8')
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const decompressedData = await this.decompressData(rawData)
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const backupPackage = JSON.parse(decompressedData)
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return backupPackage.manifest || null
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} catch (error) {
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return null
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}
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}
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/**
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* Collect all data for backup
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*/
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private async collectBackupData(options: BackupOptions): Promise<any> {
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const data: any = {
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entities: [],
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relationships: [],
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metadata: {},
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statistics: null
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}
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// For now, we'll create a simplified backup that just captures the current state
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// In a full implementation, this would use internal storage methods
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console.log(this.colors.warning('Note: Backup system is in beta - captures basic data only'))
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// Placeholder data collection
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data.entities = []
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data.relationships = []
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// Collect metadata if requested
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if (options.includeMetadata) {
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data.metadata = await this.collectMetadata()
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}
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// Statistics not yet implemented
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if (options.includeStatistics) {
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console.warn('Statistics collection not yet implemented in backup')
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}
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return data
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}
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/**
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* Create backup manifest
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*/
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private async createManifest(data: any, options: BackupOptions): Promise<BackupManifest> {
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return {
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version: '1.0.0',
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timestamp: new Date().toISOString(),
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brainyVersion: '0.55.0', // Would come from package.json
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entityCount: data.entities.length,
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relationshipCount: data.relationships.length,
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storageType: 'unknown', // Would detect from brainy instance
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compressed: options.compress || false,
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encrypted: !!options.password,
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checksum: await this.calculateChecksum(JSON.stringify(data)),
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metadata: {
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created: new Date().toISOString(),
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description: 'Atomic age brain backup',
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tags: ['brainy', 'neural-backup', 'atomic-data']
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}
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}
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}
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/**
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* Helper methods
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*/
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private generateBackupPath(): string {
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const timestamp = new Date().toISOString().replace(/[:.]/g, '-')
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return `./brainy-backup-${timestamp}.brainy`
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}
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private async compressData(data: string): Promise<string> {
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// Use zlib gzip compression
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const { gzip } = await import('node:zlib')
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const { promisify } = await import('node:util')
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const gzipAsync = promisify(gzip)
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const compressed = await gzipAsync(Buffer.from(data, 'utf-8'))
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return compressed.toString('base64')
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}
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private async decompressData(data: string): Promise<string> {
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// Use zlib gunzip decompression
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const { gunzip } = await import('node:zlib')
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const { promisify } = await import('node:util')
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const gunzipAsync = promisify(gunzip)
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const compressed = Buffer.from(data, 'base64')
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const decompressed = await gunzipAsync(compressed)
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return decompressed.toString('utf-8')
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}
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private async encryptData(data: string, password: string): Promise<string> {
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// Use crypto module for AES-256 encryption
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const crypto = await import('node:crypto')
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// Generate key from password
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const key = crypto.createHash('sha256').update(password).digest()
|
||||
const iv = crypto.randomBytes(16)
|
||||
|
||||
const cipher = crypto.createCipheriv('aes-256-cbc', key, iv)
|
||||
let encrypted = cipher.update(data, 'utf8', 'base64')
|
||||
encrypted += cipher.final('base64')
|
||||
|
||||
// Prepend IV to encrypted data for decryption
|
||||
return iv.toString('base64') + ':' + encrypted
|
||||
}
|
||||
|
||||
private async decryptData(data: string, password: string): Promise<string> {
|
||||
// Use crypto module for AES-256 decryption
|
||||
const crypto = await import('node:crypto')
|
||||
|
||||
// Split IV and encrypted data
|
||||
const [ivString, encrypted] = data.split(':')
|
||||
const iv = Buffer.from(ivString, 'base64')
|
||||
|
||||
// Generate key from password
|
||||
const key = crypto.createHash('sha256').update(password).digest()
|
||||
|
||||
const decipher = crypto.createDecipheriv('aes-256-cbc', key, iv)
|
||||
let decrypted = decipher.update(encrypted, 'base64', 'utf8')
|
||||
decrypted += decipher.final('utf8')
|
||||
|
||||
return decrypted
|
||||
}
|
||||
|
||||
private async verifyBackup(backupPath: string, options: BackupOptions): Promise<void> {
|
||||
// Placeholder - would verify backup integrity
|
||||
}
|
||||
|
||||
private async verifyRestoreData(data: any, manifest: BackupManifest): Promise<void> {
|
||||
const actualChecksum = await this.calculateChecksum(JSON.stringify(data))
|
||||
if (actualChecksum !== manifest.checksum) {
|
||||
throw new Error('Data integrity check failed - backup may be corrupted')
|
||||
}
|
||||
}
|
||||
|
||||
private async executeRestore(data: any, manifest: BackupManifest): Promise<void> {
|
||||
console.log(this.colors.info('🔄 Starting restore process...'))
|
||||
|
||||
// Phase 1: Validate data structure
|
||||
if (!data.entities || !Array.isArray(data.entities)) {
|
||||
throw new Error('Invalid backup data structure')
|
||||
}
|
||||
|
||||
// Phase 2: Clear existing data if overwriting
|
||||
console.log(this.colors.dim('Clearing existing data...'))
|
||||
const dataAPI = await this.brainy.data()
|
||||
await dataAPI.clear()
|
||||
|
||||
// Phase 3: Restore entities
|
||||
console.log(this.colors.dim(`Restoring ${data.entities.length} entities...`))
|
||||
const entityMap = new Map<string, string>() // old ID -> new ID mapping
|
||||
|
||||
for (const entity of data.entities) {
|
||||
const newId = await this.brainy.add({
|
||||
data: entity.metadata || entity.data,
|
||||
type: entity.type,
|
||||
metadata: entity.metadata,
|
||||
vector: entity.vector, // Preserve original vectors if available
|
||||
service: entity.service
|
||||
})
|
||||
entityMap.set(entity.id, newId)
|
||||
}
|
||||
|
||||
// Phase 4: Restore relationships if they exist
|
||||
if (data.relationships && Array.isArray(data.relationships)) {
|
||||
console.log(this.colors.dim(`Restoring ${data.relationships.length} relationships...`))
|
||||
|
||||
for (const rel of data.relationships) {
|
||||
// Map old IDs to new IDs
|
||||
const fromId = entityMap.get(rel.from) || rel.from
|
||||
const toId = entityMap.get(rel.to) || rel.to
|
||||
|
||||
await this.brainy.relate({
|
||||
from: fromId,
|
||||
to: toId,
|
||||
type: rel.type,
|
||||
metadata: rel.metadata || {}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
// Phase 5: Restore metadata if present
|
||||
if (data.metadata) {
|
||||
await this.restoreMetadata(data.metadata)
|
||||
}
|
||||
|
||||
console.log(this.colors.success('✅ Restore completed successfully'))
|
||||
}
|
||||
|
||||
private async collectMetadata(): Promise<any> {
|
||||
// Collect global metadata like statistics, configuration, etc.
|
||||
const dataApi = await this.brainy.data()
|
||||
const stats = await dataApi.getStats()
|
||||
return {
|
||||
totalEntities: stats.entities || 0,
|
||||
timestamp: new Date().toISOString(),
|
||||
version: '3.0.0'
|
||||
}
|
||||
}
|
||||
|
||||
private async restoreMetadata(metadata: any): Promise<void> {
|
||||
// Store restored metadata for reference
|
||||
// Could be saved to a config store or logged
|
||||
console.log(this.colors.dim(`Restored from backup created at: ${metadata.timestamp}`))
|
||||
}
|
||||
|
||||
private async calculateChecksum(data: string): Promise<string> {
|
||||
// Use crypto module for SHA-256 checksum
|
||||
const crypto = await import('node:crypto')
|
||||
return crypto.createHash('sha256').update(data).digest('hex')
|
||||
}
|
||||
|
||||
private formatFileSize(bytes: number): string {
|
||||
const units = ['B', 'KB', 'MB', 'GB']
|
||||
let size = bytes
|
||||
let unitIndex = 0
|
||||
|
||||
while (size >= 1024 && unitIndex < units.length - 1) {
|
||||
size /= 1024
|
||||
unitIndex++
|
||||
}
|
||||
|
||||
return `${size.toFixed(1)} ${units[unitIndex]}`
|
||||
}
|
||||
}
|
||||
|
|
@ -1,673 +0,0 @@
|
|||
/**
|
||||
* Health Check System - Atomic Age Diagnostic Engine
|
||||
*
|
||||
* 🧠 Comprehensive health diagnostics for vector + graph operations
|
||||
* ⚛️ Auto-repair capabilities with 1950s retro sci-fi aesthetics
|
||||
* 🚀 Scalable health monitoring for high-performance databases
|
||||
*/
|
||||
|
||||
import { Brainy } from '../brainy.js'
|
||||
// @ts-ignore
|
||||
import chalk from 'chalk'
|
||||
// @ts-ignore
|
||||
import boxen from 'boxen'
|
||||
// @ts-ignore
|
||||
import ora from 'ora'
|
||||
|
||||
export interface HealthCheckResult {
|
||||
component: string
|
||||
status: 'healthy' | 'warning' | 'critical' | 'offline'
|
||||
score: number // 0-100
|
||||
message: string
|
||||
details?: string[]
|
||||
autoFixAvailable?: boolean
|
||||
lastChecked: string
|
||||
responseTime?: number
|
||||
}
|
||||
|
||||
export interface SystemHealth {
|
||||
overall: HealthCheckResult
|
||||
vector: HealthCheckResult
|
||||
graph: HealthCheckResult
|
||||
storage: HealthCheckResult
|
||||
memory: HealthCheckResult
|
||||
network: HealthCheckResult
|
||||
embedding: HealthCheckResult
|
||||
cache: HealthCheckResult
|
||||
timestamp: string
|
||||
recommendations: string[]
|
||||
}
|
||||
|
||||
export interface RepairAction {
|
||||
id: string
|
||||
name: string
|
||||
description: string
|
||||
severity: 'low' | 'medium' | 'high'
|
||||
automated: boolean
|
||||
estimatedTime: string
|
||||
riskLevel: 'safe' | 'moderate' | 'high'
|
||||
}
|
||||
|
||||
/**
|
||||
* Comprehensive Health Check and Auto-Repair System
|
||||
*/
|
||||
export class HealthCheck {
|
||||
private brainy: Brainy
|
||||
|
||||
private colors = {
|
||||
primary: chalk.hex('#3A5F4A'),
|
||||
success: chalk.hex('#2D4A3A'),
|
||||
warning: chalk.hex('#D67441'),
|
||||
error: chalk.hex('#B85C35'),
|
||||
info: chalk.hex('#4A6B5A'),
|
||||
dim: chalk.hex('#8A9B8A'),
|
||||
highlight: chalk.hex('#E88B5A'),
|
||||
accent: chalk.hex('#F5E6D3'),
|
||||
brain: chalk.hex('#E88B5A')
|
||||
}
|
||||
|
||||
private emojis = {
|
||||
brain: '🧠',
|
||||
atom: '⚛️',
|
||||
health: '💚',
|
||||
warning: '⚠️',
|
||||
critical: '🔥',
|
||||
offline: '💀',
|
||||
repair: '🔧',
|
||||
shield: '🛡️',
|
||||
rocket: '🚀',
|
||||
gear: '⚙️',
|
||||
check: '✅',
|
||||
cross: '❌',
|
||||
lightning: '⚡',
|
||||
sparkle: '✨'
|
||||
}
|
||||
|
||||
constructor(brainy: Brainy) {
|
||||
this.brainy = brainy
|
||||
}
|
||||
|
||||
/**
|
||||
* Run comprehensive system health check
|
||||
*/
|
||||
async runHealthCheck(): Promise<SystemHealth> {
|
||||
console.log(boxen(
|
||||
`${this.emojis.shield} ${this.colors.brain('ATOMIC DIAGNOSTIC ENGINE')} ${this.emojis.atom}\n\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Initiating comprehensive system diagnostics')}\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Scanning vector + graph database health')}\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Auto-repair recommendations included')}`,
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#E88B5A' }
|
||||
))
|
||||
|
||||
const spinner = ora(`${this.emojis.brain} Running neural diagnostics...`).start()
|
||||
|
||||
try {
|
||||
// Run all health checks in parallel for speed
|
||||
const [
|
||||
vectorHealth,
|
||||
graphHealth,
|
||||
storageHealth,
|
||||
memoryHealth,
|
||||
networkHealth,
|
||||
embeddingHealth,
|
||||
cacheHealth
|
||||
] = await Promise.all([
|
||||
this.checkVectorOperations(spinner),
|
||||
this.checkGraphOperations(spinner),
|
||||
this.checkStorageHealth(spinner),
|
||||
this.checkMemoryHealth(spinner),
|
||||
this.checkNetworkHealth(spinner),
|
||||
this.checkEmbeddingHealth(spinner),
|
||||
this.checkCacheHealth(spinner)
|
||||
])
|
||||
|
||||
// Calculate overall health
|
||||
const components = [vectorHealth, graphHealth, storageHealth, memoryHealth, networkHealth, embeddingHealth, cacheHealth]
|
||||
const averageScore = components.reduce((sum, c) => sum + c.score, 0) / components.length
|
||||
const criticalIssues = components.filter(c => c.status === 'critical').length
|
||||
const warnings = components.filter(c => c.status === 'warning').length
|
||||
|
||||
const overallStatus = criticalIssues > 0 ? 'critical' :
|
||||
warnings > 2 ? 'warning' :
|
||||
averageScore >= 90 ? 'healthy' : 'warning'
|
||||
|
||||
const overall: HealthCheckResult = {
|
||||
component: 'System Overall',
|
||||
status: overallStatus,
|
||||
score: Math.floor(averageScore),
|
||||
message: this.getOverallMessage(overallStatus, criticalIssues, warnings),
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
|
||||
const health: SystemHealth = {
|
||||
overall,
|
||||
vector: vectorHealth,
|
||||
graph: graphHealth,
|
||||
storage: storageHealth,
|
||||
memory: memoryHealth,
|
||||
network: networkHealth,
|
||||
embedding: embeddingHealth,
|
||||
cache: cacheHealth,
|
||||
timestamp: new Date().toISOString(),
|
||||
recommendations: this.generateRecommendations(components)
|
||||
}
|
||||
|
||||
spinner.succeed(this.colors.success(
|
||||
`${this.emojis.sparkle} Health check complete - Neural pathways analyzed`
|
||||
))
|
||||
|
||||
return health
|
||||
|
||||
} catch (error) {
|
||||
spinner.fail('Health check failed - Diagnostic systems compromised!')
|
||||
throw error
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Display health check results in terminal
|
||||
*/
|
||||
async displayHealthReport(health?: SystemHealth): Promise<void> {
|
||||
if (!health) {
|
||||
health = await this.runHealthCheck()
|
||||
}
|
||||
|
||||
console.log('\n' + boxen(
|
||||
`${this.emojis.brain} ${this.colors.brain('SYSTEM HEALTH REPORT')} ${this.emojis.atom}\n` +
|
||||
`${this.colors.dim('Comprehensive Vector + Graph Database Diagnostics')}\n` +
|
||||
`${this.colors.accent('Overall Health:')} ${this.getHealthIcon(health.overall.status)} ${this.colors.primary(health.overall.score + '/100')}`,
|
||||
{ padding: 1, borderStyle: 'double', borderColor: '#E88B5A', width: 80 }
|
||||
))
|
||||
|
||||
// Component Health Status
|
||||
const components = [
|
||||
health.vector,
|
||||
health.graph,
|
||||
health.storage,
|
||||
health.memory,
|
||||
health.network,
|
||||
health.embedding,
|
||||
health.cache
|
||||
]
|
||||
|
||||
console.log('\n' + this.colors.brain(`${this.emojis.gear} COMPONENT STATUS`))
|
||||
components.forEach(component => {
|
||||
const statusColor = this.getStatusColor(component.status)
|
||||
const icon = this.getHealthIcon(component.status)
|
||||
const timeStr = component.responseTime ? ` (${component.responseTime}ms)` : ''
|
||||
|
||||
console.log(
|
||||
`${icon} ${statusColor(component.component.padEnd(20))} ` +
|
||||
`${this.colors.primary((component.score + '/100').padEnd(8))} ` +
|
||||
`${this.colors.dim(component.message)}${timeStr}`
|
||||
)
|
||||
|
||||
if (component.details && component.details.length > 0) {
|
||||
component.details.forEach(detail => {
|
||||
console.log(` ${this.colors.dim('→')} ${this.colors.accent(detail)}`)
|
||||
})
|
||||
}
|
||||
})
|
||||
|
||||
// Auto-repair recommendations
|
||||
if (health.recommendations.length > 0) {
|
||||
console.log('\n' + this.colors.warning(`${this.emojis.repair} AUTO-REPAIR RECOMMENDATIONS`))
|
||||
console.log(boxen(
|
||||
health.recommendations.map((rec, i) =>
|
||||
`${this.colors.accent((i + 1) + '.')} ${this.colors.dim(rec)}`
|
||||
).join('\n'),
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#D67441' }
|
||||
))
|
||||
}
|
||||
|
||||
// Critical issues
|
||||
const criticalComponents = components.filter(c => c.status === 'critical')
|
||||
if (criticalComponents.length > 0) {
|
||||
console.log('\n' + this.colors.error(`${this.emojis.critical} CRITICAL ISSUES REQUIRING ATTENTION`))
|
||||
criticalComponents.forEach(component => {
|
||||
console.log(this.colors.error(` ${this.emojis.cross} ${component.component}: ${component.message}`))
|
||||
})
|
||||
}
|
||||
|
||||
console.log('\n' + this.colors.dim(`Report generated: ${new Date(health.timestamp).toLocaleString()}`))
|
||||
}
|
||||
|
||||
/**
|
||||
* Get available repair actions
|
||||
*/
|
||||
async getRepairActions(): Promise<RepairAction[]> {
|
||||
const health = await this.runHealthCheck()
|
||||
const actions: RepairAction[] = []
|
||||
|
||||
// Vector operations repairs
|
||||
if (health.vector.status !== 'healthy') {
|
||||
actions.push({
|
||||
id: 'rebuild-vector-index',
|
||||
name: 'Rebuild Vector Index',
|
||||
description: 'Reconstruct HNSW index for optimal vector search performance',
|
||||
severity: 'medium',
|
||||
automated: true,
|
||||
estimatedTime: '2-5 minutes',
|
||||
riskLevel: 'safe'
|
||||
})
|
||||
}
|
||||
|
||||
// Graph operations repairs
|
||||
if (health.graph.status !== 'healthy') {
|
||||
actions.push({
|
||||
id: 'optimize-graph-connections',
|
||||
name: 'Optimize Graph Connections',
|
||||
description: 'Clean up orphaned relationships and optimize graph traversal paths',
|
||||
severity: 'medium',
|
||||
automated: true,
|
||||
estimatedTime: '1-3 minutes',
|
||||
riskLevel: 'safe'
|
||||
})
|
||||
}
|
||||
|
||||
// Memory optimization
|
||||
if (health.memory.score < 70) {
|
||||
actions.push({
|
||||
id: 'optimize-memory-usage',
|
||||
name: 'Optimize Memory Usage',
|
||||
description: 'Clear unused caches and optimize memory allocation',
|
||||
severity: 'low',
|
||||
automated: true,
|
||||
estimatedTime: '30 seconds',
|
||||
riskLevel: 'safe'
|
||||
})
|
||||
}
|
||||
|
||||
// Cache optimization
|
||||
if (health.cache.score < 80) {
|
||||
actions.push({
|
||||
id: 'rebuild-cache-indexes',
|
||||
name: 'Rebuild Cache Indexes',
|
||||
description: 'Optimize cache data structures for better hit rates',
|
||||
severity: 'low',
|
||||
automated: true,
|
||||
estimatedTime: '1-2 minutes',
|
||||
riskLevel: 'safe'
|
||||
})
|
||||
}
|
||||
|
||||
// Storage optimization
|
||||
if (health.storage.score < 75) {
|
||||
actions.push({
|
||||
id: 'compress-storage-data',
|
||||
name: 'Compress Storage Data',
|
||||
description: 'Apply compression to reduce storage size and improve I/O',
|
||||
severity: 'medium',
|
||||
automated: false,
|
||||
estimatedTime: '5-15 minutes',
|
||||
riskLevel: 'moderate'
|
||||
})
|
||||
}
|
||||
|
||||
return actions
|
||||
}
|
||||
|
||||
/**
|
||||
* Execute automated repairs
|
||||
*/
|
||||
async executeAutoRepairs(): Promise<{ success: string[], failed: string[] }> {
|
||||
const actions = await this.getRepairActions()
|
||||
const automatedActions = actions.filter(a => a.automated && a.riskLevel === 'safe')
|
||||
|
||||
if (automatedActions.length === 0) {
|
||||
console.log(this.colors.info('No safe automated repairs available'))
|
||||
return { success: [], failed: [] }
|
||||
}
|
||||
|
||||
console.log(boxen(
|
||||
`${this.emojis.repair} ${this.colors.brain('AUTOMATED REPAIR SEQUENCE')} ${this.emojis.atom}\n\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Executing safe automated repairs')}\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Actions:')} ${this.colors.highlight(automatedActions.length.toString())}\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Risk Level:')} ${this.colors.success('Safe')}`,
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#E88B5A' }
|
||||
))
|
||||
|
||||
const success: string[] = []
|
||||
const failed: string[] = []
|
||||
|
||||
for (const action of automatedActions) {
|
||||
const spinner = ora(`${this.emojis.gear} Executing: ${action.name}`).start()
|
||||
|
||||
try {
|
||||
await this.executeRepairAction(action)
|
||||
spinner.succeed(this.colors.success(`${action.name} completed successfully`))
|
||||
success.push(action.name)
|
||||
} catch (error) {
|
||||
spinner.fail(this.colors.error(`${action.name} failed: ${error}`))
|
||||
failed.push(action.name)
|
||||
}
|
||||
}
|
||||
|
||||
if (success.length > 0) {
|
||||
console.log(this.colors.success(`\n${this.emojis.sparkle} Auto-repair complete: ${success.length} actions successful`))
|
||||
}
|
||||
|
||||
if (failed.length > 0) {
|
||||
console.log(this.colors.warning(`${this.emojis.warning} ${failed.length} actions failed - manual intervention required`))
|
||||
}
|
||||
|
||||
return { success, failed }
|
||||
}
|
||||
|
||||
/**
|
||||
* Individual health check methods
|
||||
*/
|
||||
private async checkVectorOperations(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.lightning} Checking vector operations...`
|
||||
const startTime = Date.now()
|
||||
|
||||
try {
|
||||
// Simulate vector health check
|
||||
await new Promise(resolve => setTimeout(resolve, 200 + Math.random() * 300))
|
||||
|
||||
const responseTime = Date.now() - startTime
|
||||
const score = Math.floor(85 + Math.random() * 15)
|
||||
const status = score >= 90 ? 'healthy' : score >= 70 ? 'warning' : 'critical'
|
||||
|
||||
return {
|
||||
component: 'Vector Operations',
|
||||
status,
|
||||
score,
|
||||
message: status === 'healthy' ? 'Optimal vector search performance' :
|
||||
status === 'warning' ? 'Vector search slower than optimal' :
|
||||
'Vector search performance degraded',
|
||||
details: [
|
||||
`HNSW Index: ${score >= 85 ? 'Optimized' : 'Needs rebuilding'}`,
|
||||
`Embedding Cache: ${score >= 80 ? 'Efficient' : 'Cache misses high'}`,
|
||||
`Query Latency: ${responseTime}ms average`
|
||||
],
|
||||
autoFixAvailable: score < 85,
|
||||
lastChecked: new Date().toISOString(),
|
||||
responseTime
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Vector Operations',
|
||||
status: 'critical',
|
||||
score: 0,
|
||||
message: 'Vector operations failed',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private async checkGraphOperations(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.gear} Checking graph operations...`
|
||||
const startTime = Date.now()
|
||||
|
||||
try {
|
||||
await new Promise(resolve => setTimeout(resolve, 150 + Math.random() * 200))
|
||||
|
||||
const responseTime = Date.now() - startTime
|
||||
const score = Math.floor(80 + Math.random() * 20)
|
||||
const status = score >= 90 ? 'healthy' : score >= 70 ? 'warning' : 'critical'
|
||||
|
||||
return {
|
||||
component: 'Graph Operations',
|
||||
status,
|
||||
score,
|
||||
message: status === 'healthy' ? 'Graph traversal performing optimally' :
|
||||
status === 'warning' ? 'Graph queries slower than expected' :
|
||||
'Graph operations significantly degraded',
|
||||
details: [
|
||||
`Relationship Index: ${score >= 85 ? 'Optimized' : 'Fragmented'}`,
|
||||
`Traversal Cache: ${score >= 75 ? 'Efficient' : 'Low hit rate'}`,
|
||||
`Connection Health: ${score >= 80 ? 'Good' : 'Orphaned connections detected'}`
|
||||
],
|
||||
autoFixAvailable: score < 80,
|
||||
lastChecked: new Date().toISOString(),
|
||||
responseTime
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Graph Operations',
|
||||
status: 'critical',
|
||||
score: 0,
|
||||
message: 'Graph operations failed',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private async checkStorageHealth(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.shield} Checking storage systems...`
|
||||
|
||||
try {
|
||||
await new Promise(resolve => setTimeout(resolve, 100 + Math.random() * 200))
|
||||
|
||||
const score = Math.floor(88 + Math.random() * 12)
|
||||
const status = score >= 90 ? 'healthy' : score >= 75 ? 'warning' : 'critical'
|
||||
|
||||
return {
|
||||
component: 'Storage Systems',
|
||||
status,
|
||||
score,
|
||||
message: status === 'healthy' ? 'Storage operating at peak efficiency' :
|
||||
status === 'warning' ? 'Storage performance below optimal' :
|
||||
'Storage systems experiencing issues',
|
||||
details: [
|
||||
`I/O Performance: ${score >= 85 ? 'Excellent' : 'Needs optimization'}`,
|
||||
`Data Integrity: ${score >= 90 ? 'Verified' : 'Minor inconsistencies'}`,
|
||||
`Compression Ratio: ${score >= 80 ? 'Optimal' : 'Can be improved'}`
|
||||
],
|
||||
autoFixAvailable: score < 85,
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Storage Systems',
|
||||
status: 'offline',
|
||||
score: 0,
|
||||
message: 'Storage systems offline',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private async checkMemoryHealth(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.brain} Analyzing memory usage...`
|
||||
|
||||
try {
|
||||
const memUsage = process.memoryUsage()
|
||||
const heapUsedMB = memUsage.heapUsed / (1024 * 1024)
|
||||
const heapTotalMB = memUsage.heapTotal / (1024 * 1024)
|
||||
const usage = (heapUsedMB / heapTotalMB) * 100
|
||||
|
||||
const score = usage < 70 ? 95 : usage < 85 ? 80 : usage < 95 ? 60 : 30
|
||||
const status = score >= 80 ? 'healthy' : score >= 60 ? 'warning' : 'critical'
|
||||
|
||||
return {
|
||||
component: 'Memory Management',
|
||||
status,
|
||||
score,
|
||||
message: status === 'healthy' ? 'Memory usage within optimal range' :
|
||||
status === 'warning' ? 'Memory usage elevated but stable' :
|
||||
'Memory usage critically high',
|
||||
details: [
|
||||
`Heap Usage: ${heapUsedMB.toFixed(1)}MB / ${heapTotalMB.toFixed(1)}MB (${usage.toFixed(1)}%)`,
|
||||
`Memory Efficiency: ${score >= 80 ? 'Excellent' : 'Needs optimization'}`,
|
||||
`GC Pressure: ${usage < 70 ? 'Low' : usage < 85 ? 'Moderate' : 'High'}`
|
||||
],
|
||||
autoFixAvailable: score < 75,
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Memory Management',
|
||||
status: 'critical',
|
||||
score: 0,
|
||||
message: 'Memory analysis failed',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private async checkNetworkHealth(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.rocket} Testing network connectivity...`
|
||||
|
||||
try {
|
||||
await new Promise(resolve => setTimeout(resolve, 50 + Math.random() * 100))
|
||||
|
||||
const score = Math.floor(90 + Math.random() * 10)
|
||||
const status = 'healthy' // Assume healthy for local operations
|
||||
|
||||
return {
|
||||
component: 'Network/Connectivity',
|
||||
status,
|
||||
score,
|
||||
message: 'Network connectivity optimal',
|
||||
details: [
|
||||
'Local Operations: Excellent',
|
||||
'API Endpoints: Responsive',
|
||||
'Storage Access: Fast'
|
||||
],
|
||||
autoFixAvailable: false,
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Network/Connectivity',
|
||||
status: 'critical',
|
||||
score: 0,
|
||||
message: 'Network connectivity issues',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private async checkEmbeddingHealth(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.atom} Verifying embedding system...`
|
||||
|
||||
try {
|
||||
await new Promise(resolve => setTimeout(resolve, 300 + Math.random() * 200))
|
||||
|
||||
const score = Math.floor(85 + Math.random() * 15)
|
||||
const status = score >= 90 ? 'healthy' : score >= 75 ? 'warning' : 'critical'
|
||||
|
||||
return {
|
||||
component: 'Embedding System',
|
||||
status,
|
||||
score,
|
||||
message: status === 'healthy' ? 'Embedding generation optimal' :
|
||||
status === 'warning' ? 'Embedding performance acceptable' :
|
||||
'Embedding system issues detected',
|
||||
details: [
|
||||
`Model Loading: ${score >= 85 ? 'Cached' : 'Slow to load'}`,
|
||||
`Generation Speed: ${score >= 80 ? 'Fast' : 'Slower than expected'}`,
|
||||
`Quality Score: ${score >= 90 ? 'Excellent' : 'Good'}`
|
||||
],
|
||||
autoFixAvailable: score < 85,
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Embedding System',
|
||||
status: 'critical',
|
||||
score: 0,
|
||||
message: 'Embedding system failed',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private async checkCacheHealth(spinner: any): Promise<HealthCheckResult> {
|
||||
spinner.text = `${this.emojis.lightning} Analyzing cache performance...`
|
||||
|
||||
try {
|
||||
await new Promise(resolve => setTimeout(resolve, 100 + Math.random() * 150))
|
||||
|
||||
const hitRate = 0.75 + Math.random() * 0.2
|
||||
const score = Math.floor(hitRate * 100)
|
||||
const status = score >= 85 ? 'healthy' : score >= 70 ? 'warning' : 'critical'
|
||||
|
||||
return {
|
||||
component: 'Cache System',
|
||||
status,
|
||||
score,
|
||||
message: status === 'healthy' ? 'Cache performance excellent' :
|
||||
status === 'warning' ? 'Cache hit rate below optimal' :
|
||||
'Cache system underperforming',
|
||||
details: [
|
||||
`Hit Rate: ${(hitRate * 100).toFixed(1)}%`,
|
||||
`Memory Efficiency: ${score >= 80 ? 'Good' : 'Needs optimization'}`,
|
||||
`Eviction Rate: ${score >= 85 ? 'Low' : 'High'}`
|
||||
],
|
||||
autoFixAvailable: score < 80,
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
} catch (error) {
|
||||
return {
|
||||
component: 'Cache System',
|
||||
status: 'critical',
|
||||
score: 0,
|
||||
message: 'Cache system failed',
|
||||
lastChecked: new Date().toISOString()
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Helper methods
|
||||
*/
|
||||
private getOverallMessage(status: string, critical: number, warnings: number): string {
|
||||
if (status === 'critical') return `${critical} critical issue${critical > 1 ? 's' : ''} detected`
|
||||
if (status === 'warning') return `${warnings} warning${warnings > 1 ? 's' : ''} detected`
|
||||
return 'All systems operating normally'
|
||||
}
|
||||
|
||||
private generateRecommendations(components: HealthCheckResult[]): string[] {
|
||||
const recommendations: string[] = []
|
||||
|
||||
components.forEach(component => {
|
||||
if (component.status === 'critical') {
|
||||
recommendations.push(`Immediate attention required for ${component.component}`)
|
||||
} else if (component.status === 'warning' && component.autoFixAvailable) {
|
||||
recommendations.push(`Run auto-repair for ${component.component} to improve performance`)
|
||||
}
|
||||
})
|
||||
|
||||
if (recommendations.length === 0) {
|
||||
recommendations.push('All systems healthy - no actions required')
|
||||
}
|
||||
|
||||
return recommendations
|
||||
}
|
||||
|
||||
private getHealthIcon(status: string): string {
|
||||
switch (status) {
|
||||
case 'healthy': return this.emojis.health
|
||||
case 'warning': return this.emojis.warning
|
||||
case 'critical': return this.emojis.critical
|
||||
case 'offline': return this.emojis.offline
|
||||
default: return this.emojis.gear
|
||||
}
|
||||
}
|
||||
|
||||
private getStatusColor(status: string) {
|
||||
switch (status) {
|
||||
case 'healthy': return this.colors.success
|
||||
case 'warning': return this.colors.warning
|
||||
case 'critical': return this.colors.error
|
||||
case 'offline': return this.colors.dim
|
||||
default: return this.colors.info
|
||||
}
|
||||
}
|
||||
|
||||
private async executeRepairAction(action: RepairAction): Promise<void> {
|
||||
// Simulate repair execution
|
||||
const delay = action.estimatedTime.includes('second') ? 1000 :
|
||||
action.estimatedTime.includes('minute') ? 2000 : 3000
|
||||
|
||||
await new Promise(resolve => setTimeout(resolve, delay))
|
||||
|
||||
// Simulate occasional failure
|
||||
if (Math.random() < 0.1) {
|
||||
throw new Error('Repair action failed - manual intervention required')
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
@ -1,500 +0,0 @@
|
|||
/**
|
||||
* Performance Monitor - Atomic Age Intelligence Observatory
|
||||
*
|
||||
* 🧠 Real-time performance tracking for vector + graph operations
|
||||
* ⚛️ Monitors query performance, storage usage, and system health
|
||||
* 🚀 Scalable performance analytics with atomic age aesthetics
|
||||
*/
|
||||
|
||||
import { Brainy } from '../brainy.js'
|
||||
// @ts-ignore
|
||||
import chalk from 'chalk'
|
||||
// @ts-ignore
|
||||
import boxen from 'boxen'
|
||||
|
||||
export interface PerformanceMetrics {
|
||||
// Query Performance
|
||||
queryLatency: {
|
||||
vector: { avg: number; p50: number; p95: number; p99: number }
|
||||
graph: { avg: number; p50: number; p95: number; p99: number }
|
||||
combined: { avg: number; p50: number; p95: number; p99: number }
|
||||
}
|
||||
|
||||
// Throughput
|
||||
throughput: {
|
||||
vectorOps: number // Operations per second
|
||||
graphOps: number // Relationships per second
|
||||
totalOps: number // Combined ops per second
|
||||
}
|
||||
|
||||
// Storage Performance
|
||||
storage: {
|
||||
readLatency: number // Average read latency (ms)
|
||||
writeLatency: number // Average write latency (ms)
|
||||
cacheHitRate: number // Percentage of cache hits
|
||||
totalSize: number // Total storage size in bytes
|
||||
growthRate: number // Storage growth rate per hour
|
||||
}
|
||||
|
||||
// Memory Usage
|
||||
memory: {
|
||||
heapUsed: number // Current heap usage in MB
|
||||
heapTotal: number // Total heap size in MB
|
||||
vectorCache: number // Vector cache size in MB
|
||||
graphCache: number // Graph cache size in MB
|
||||
efficiency: number // Memory efficiency percentage
|
||||
}
|
||||
|
||||
// Error Rates
|
||||
errors: {
|
||||
total: number // Total error count
|
||||
rate: number // Errors per minute
|
||||
types: { [key: string]: number } // Error breakdown by type
|
||||
}
|
||||
|
||||
// Health Score
|
||||
health: {
|
||||
overall: number // Overall health score (0-100)
|
||||
vector: number // Vector operations health
|
||||
graph: number // Graph operations health
|
||||
storage: number // Storage system health
|
||||
network: number // Network/connectivity health
|
||||
}
|
||||
|
||||
timestamp: string
|
||||
uptime: number // System uptime in seconds
|
||||
}
|
||||
|
||||
export interface AlertRule {
|
||||
id: string
|
||||
name: string
|
||||
condition: string // e.g., "queryLatency.vector.p95 > 500"
|
||||
threshold: number
|
||||
severity: 'low' | 'medium' | 'high' | 'critical'
|
||||
action?: string // Optional automated action
|
||||
enabled: boolean
|
||||
}
|
||||
|
||||
export interface PerformanceAlert {
|
||||
id: string
|
||||
rule: AlertRule
|
||||
triggered: string // ISO timestamp
|
||||
value: number
|
||||
message: string
|
||||
resolved?: string // ISO timestamp when resolved
|
||||
}
|
||||
|
||||
/**
|
||||
* Real-time Performance Monitoring System
|
||||
*/
|
||||
export class PerformanceMonitor {
|
||||
private brainy: Brainy
|
||||
private metrics: PerformanceMetrics[] = []
|
||||
private alerts: PerformanceAlert[] = []
|
||||
private alertRules: AlertRule[] = []
|
||||
private isMonitoring = false
|
||||
private monitoringInterval?: NodeJS.Timeout
|
||||
|
||||
private colors = {
|
||||
primary: chalk.hex('#3A5F4A'),
|
||||
success: chalk.hex('#2D4A3A'),
|
||||
warning: chalk.hex('#D67441'),
|
||||
error: chalk.hex('#B85C35'),
|
||||
info: chalk.hex('#4A6B5A'),
|
||||
dim: chalk.hex('#8A9B8A'),
|
||||
highlight: chalk.hex('#E88B5A'),
|
||||
accent: chalk.hex('#F5E6D3'),
|
||||
brain: chalk.hex('#E88B5A')
|
||||
}
|
||||
|
||||
private emojis = {
|
||||
brain: '🧠',
|
||||
atom: '⚛️',
|
||||
monitor: '📊',
|
||||
alert: '🚨',
|
||||
health: '💚',
|
||||
warning: '⚠️',
|
||||
critical: '🔥',
|
||||
rocket: '🚀',
|
||||
gear: '⚙️',
|
||||
chart: '📈',
|
||||
lightning: '⚡',
|
||||
shield: '🛡️'
|
||||
}
|
||||
|
||||
constructor(brainy: Brainy) {
|
||||
this.brainy = brainy
|
||||
this.initializeDefaultAlerts()
|
||||
}
|
||||
|
||||
/**
|
||||
* Start real-time monitoring
|
||||
*/
|
||||
async startMonitoring(intervalMs: number = 30000): Promise<void> {
|
||||
if (this.isMonitoring) {
|
||||
console.log(this.colors.warning('Monitoring already running'))
|
||||
return
|
||||
}
|
||||
|
||||
console.log(boxen(
|
||||
`${this.emojis.monitor} ${this.colors.brain('ATOMIC PERFORMANCE OBSERVATORY')} ${this.emojis.atom}\n\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Initiating neural performance monitoring')}` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Monitoring Interval:')} ${this.colors.highlight(intervalMs + 'ms')}\n` +
|
||||
`${this.colors.accent('◆')} ${this.colors.dim('Vector + Graph Analytics:')} ${this.colors.highlight('Enabled')}`,
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#E88B5A' }
|
||||
))
|
||||
|
||||
this.isMonitoring = true
|
||||
this.monitoringInterval = setInterval(async () => {
|
||||
try {
|
||||
const metrics = await this.collectMetrics()
|
||||
this.metrics.push(metrics)
|
||||
|
||||
// Keep only last 1000 metrics (rolling window)
|
||||
if (this.metrics.length > 1000) {
|
||||
this.metrics = this.metrics.slice(-1000)
|
||||
}
|
||||
|
||||
// Check alerts
|
||||
await this.checkAlerts(metrics)
|
||||
|
||||
} catch (error) {
|
||||
console.error('Error collecting metrics:', error)
|
||||
}
|
||||
}, intervalMs)
|
||||
|
||||
console.log(this.colors.success(`${this.emojis.rocket} Performance monitoring started - neural pathways under observation`))
|
||||
}
|
||||
|
||||
/**
|
||||
* Stop monitoring
|
||||
*/
|
||||
stopMonitoring(): void {
|
||||
if (!this.isMonitoring) {
|
||||
console.log(this.colors.warning('Monitoring not running'))
|
||||
return
|
||||
}
|
||||
|
||||
if (this.monitoringInterval) {
|
||||
clearInterval(this.monitoringInterval)
|
||||
}
|
||||
|
||||
this.isMonitoring = false
|
||||
console.log(this.colors.info(`${this.emojis.gear} Performance monitoring stopped`))
|
||||
}
|
||||
|
||||
/**
|
||||
* Get current performance metrics
|
||||
*/
|
||||
async getCurrentMetrics(): Promise<PerformanceMetrics> {
|
||||
return await this.collectMetrics()
|
||||
}
|
||||
|
||||
/**
|
||||
* Get performance dashboard data
|
||||
*/
|
||||
async getDashboard(): Promise<{
|
||||
current: PerformanceMetrics
|
||||
trends: PerformanceMetrics[]
|
||||
alerts: PerformanceAlert[]
|
||||
health: string
|
||||
}> {
|
||||
const current = await this.collectMetrics()
|
||||
const activeAlerts = this.alerts.filter(a => !a.resolved)
|
||||
|
||||
return {
|
||||
current,
|
||||
trends: this.metrics.slice(-100), // Last 100 data points
|
||||
alerts: activeAlerts,
|
||||
health: this.getHealthStatus(current)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Display performance dashboard in terminal
|
||||
*/
|
||||
async displayDashboard(): Promise<void> {
|
||||
const dashboard = await this.getDashboard()
|
||||
const metrics = dashboard.current
|
||||
|
||||
console.clear()
|
||||
|
||||
// Header
|
||||
console.log(boxen(
|
||||
`${this.emojis.brain} ${this.colors.brain('BRAINY PERFORMANCE DASHBOARD')} ${this.emojis.atom}\n` +
|
||||
`${this.colors.dim('Real-time Vector + Graph Database Performance')}\n` +
|
||||
`${this.colors.accent('Uptime:')} ${this.colors.highlight(this.formatUptime(metrics.uptime))} | ` +
|
||||
`${this.colors.accent('Health:')} ${this.getHealthIcon(metrics.health.overall)} ${this.colors.primary(metrics.health.overall + '/100')}`,
|
||||
{ padding: 1, borderStyle: 'double', borderColor: '#E88B5A', width: 80 }
|
||||
))
|
||||
|
||||
// Query Performance Section
|
||||
console.log('\n' + this.colors.brain(`${this.emojis.lightning} QUERY PERFORMANCE`))
|
||||
console.log(boxen(
|
||||
`${this.colors.accent('Vector Queries:')} ${this.colors.primary(metrics.queryLatency.vector.avg.toFixed(1) + 'ms avg')} | ` +
|
||||
`${this.colors.accent('P95:')} ${this.colors.highlight(metrics.queryLatency.vector.p95.toFixed(1) + 'ms')}\n` +
|
||||
`${this.colors.accent('Graph Queries:')} ${this.colors.primary(metrics.queryLatency.graph.avg.toFixed(1) + 'ms avg')} | ` +
|
||||
`${this.colors.accent('P95:')} ${this.colors.highlight(metrics.queryLatency.graph.p95.toFixed(1) + 'ms')}\n` +
|
||||
`${this.colors.accent('Combined Ops:')} ${this.colors.success(metrics.throughput.totalOps.toFixed(0) + ' ops/sec')}`,
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#3A5F4A' }
|
||||
))
|
||||
|
||||
// Storage & Memory Section
|
||||
console.log('\n' + this.colors.brain(`${this.emojis.shield} STORAGE & MEMORY`))
|
||||
console.log(boxen(
|
||||
`${this.colors.accent('Storage Size:')} ${this.colors.primary(this.formatBytes(metrics.storage.totalSize))} | ` +
|
||||
`${this.colors.accent('Growth:')} ${this.colors.highlight(metrics.storage.growthRate.toFixed(1) + '/hr')}\n` +
|
||||
`${this.colors.accent('Cache Hit Rate:')} ${this.colors.success((metrics.storage.cacheHitRate * 100).toFixed(1) + '%')} | ` +
|
||||
`${this.colors.accent('Memory:')} ${this.colors.primary(metrics.memory.heapUsed.toFixed(0) + 'MB')}\n` +
|
||||
`${this.colors.accent('Vector Cache:')} ${this.colors.info(metrics.memory.vectorCache.toFixed(1) + 'MB')} | ` +
|
||||
`${this.colors.accent('Graph Cache:')} ${this.colors.info(metrics.memory.graphCache.toFixed(1) + 'MB')}`,
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#4A6B5A' }
|
||||
))
|
||||
|
||||
// Health Scores Section
|
||||
console.log('\n' + this.colors.brain(`${this.emojis.health} SYSTEM HEALTH`))
|
||||
console.log(boxen(
|
||||
`${this.colors.accent('Vector Operations:')} ${this.getHealthBar(metrics.health.vector)} ${this.colors.primary(metrics.health.vector + '/100')}\n` +
|
||||
`${this.colors.accent('Graph Operations:')} ${this.getHealthBar(metrics.health.graph)} ${this.colors.primary(metrics.health.graph + '/100')}\n` +
|
||||
`${this.colors.accent('Storage System:')} ${this.getHealthBar(metrics.health.storage)} ${this.colors.primary(metrics.health.storage + '/100')}\n` +
|
||||
`${this.colors.accent('Network/Connectivity:')} ${this.getHealthBar(metrics.health.network)} ${this.colors.primary(metrics.health.network + '/100')}`,
|
||||
{ padding: 1, borderStyle: 'round', borderColor: '#2D4A3A' }
|
||||
))
|
||||
|
||||
// Active Alerts
|
||||
if (dashboard.alerts.length > 0) {
|
||||
console.log('\n' + this.colors.error(`${this.emojis.alert} ACTIVE ALERTS`))
|
||||
dashboard.alerts.forEach(alert => {
|
||||
const severityColor = alert.rule.severity === 'critical' ? this.colors.error :
|
||||
alert.rule.severity === 'high' ? this.colors.warning :
|
||||
this.colors.info
|
||||
console.log(severityColor(` ${this.getSeverityIcon(alert.rule.severity)} ${alert.message}`))
|
||||
})
|
||||
}
|
||||
|
||||
// Footer
|
||||
console.log('\n' + this.colors.dim(`Last updated: ${new Date().toLocaleTimeString()} | Press Ctrl+C to exit`))
|
||||
}
|
||||
|
||||
/**
|
||||
* Collect current performance metrics
|
||||
*/
|
||||
private async collectMetrics(): Promise<PerformanceMetrics> {
|
||||
const now = Date.now()
|
||||
const uptime = process.uptime()
|
||||
|
||||
// Simulate metrics collection (in real implementation, this would query actual systems)
|
||||
const metrics: PerformanceMetrics = {
|
||||
queryLatency: {
|
||||
vector: {
|
||||
avg: Math.random() * 50 + 10,
|
||||
p50: Math.random() * 40 + 8,
|
||||
p95: Math.random() * 100 + 30,
|
||||
p99: Math.random() * 200 + 50
|
||||
},
|
||||
graph: {
|
||||
avg: Math.random() * 30 + 5,
|
||||
p50: Math.random() * 25 + 4,
|
||||
p95: Math.random() * 80 + 15,
|
||||
p99: Math.random() * 150 + 25
|
||||
},
|
||||
combined: {
|
||||
avg: Math.random() * 40 + 7,
|
||||
p50: Math.random() * 35 + 6,
|
||||
p95: Math.random() * 90 + 20,
|
||||
p99: Math.random() * 180 + 40
|
||||
}
|
||||
},
|
||||
throughput: {
|
||||
vectorOps: Math.random() * 1000 + 500,
|
||||
graphOps: Math.random() * 800 + 300,
|
||||
totalOps: Math.random() * 1500 + 800
|
||||
},
|
||||
storage: {
|
||||
readLatency: Math.random() * 20 + 2,
|
||||
writeLatency: Math.random() * 30 + 5,
|
||||
cacheHitRate: 0.85 + Math.random() * 0.1,
|
||||
totalSize: 1024 * 1024 * 1024 * (10 + Math.random() * 50), // 10-60 GB
|
||||
growthRate: Math.random() * 100 + 10
|
||||
},
|
||||
memory: {
|
||||
heapUsed: process.memoryUsage().heapUsed / (1024 * 1024),
|
||||
heapTotal: process.memoryUsage().heapTotal / (1024 * 1024),
|
||||
vectorCache: Math.random() * 500 + 100,
|
||||
graphCache: Math.random() * 300 + 50,
|
||||
efficiency: 0.75 + Math.random() * 0.2
|
||||
},
|
||||
errors: {
|
||||
total: Math.floor(Math.random() * 10),
|
||||
rate: Math.random() * 2,
|
||||
types: {
|
||||
'timeout': Math.floor(Math.random() * 3),
|
||||
'network': Math.floor(Math.random() * 2),
|
||||
'storage': Math.floor(Math.random() * 2)
|
||||
}
|
||||
},
|
||||
health: {
|
||||
overall: Math.floor(85 + Math.random() * 15),
|
||||
vector: Math.floor(80 + Math.random() * 20),
|
||||
graph: Math.floor(85 + Math.random() * 15),
|
||||
storage: Math.floor(90 + Math.random() * 10),
|
||||
network: Math.floor(85 + Math.random() * 15)
|
||||
},
|
||||
timestamp: new Date().toISOString(),
|
||||
uptime
|
||||
}
|
||||
|
||||
return metrics
|
||||
}
|
||||
|
||||
/**
|
||||
* Initialize default alert rules
|
||||
*/
|
||||
private initializeDefaultAlerts(): void {
|
||||
this.alertRules = [
|
||||
{
|
||||
id: 'vector-latency-high',
|
||||
name: 'Vector Query Latency High',
|
||||
condition: 'queryLatency.vector.p95 > 200',
|
||||
threshold: 200,
|
||||
severity: 'medium',
|
||||
enabled: true
|
||||
},
|
||||
{
|
||||
id: 'graph-latency-high',
|
||||
name: 'Graph Query Latency High',
|
||||
condition: 'queryLatency.graph.p95 > 150',
|
||||
threshold: 150,
|
||||
severity: 'medium',
|
||||
enabled: true
|
||||
},
|
||||
{
|
||||
id: 'memory-high',
|
||||
name: 'Memory Usage High',
|
||||
condition: 'memory.heapUsed > 1000',
|
||||
threshold: 1000,
|
||||
severity: 'high',
|
||||
enabled: true
|
||||
},
|
||||
{
|
||||
id: 'cache-hit-low',
|
||||
name: 'Cache Hit Rate Low',
|
||||
condition: 'storage.cacheHitRate < 0.7',
|
||||
threshold: 0.7,
|
||||
severity: 'medium',
|
||||
enabled: true
|
||||
},
|
||||
{
|
||||
id: 'error-rate-high',
|
||||
name: 'Error Rate High',
|
||||
condition: 'errors.rate > 5',
|
||||
threshold: 5,
|
||||
severity: 'high',
|
||||
enabled: true
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
/**
|
||||
* Check alerts against current metrics
|
||||
*/
|
||||
private async checkAlerts(metrics: PerformanceMetrics): Promise<void> {
|
||||
for (const rule of this.alertRules) {
|
||||
if (!rule.enabled) continue
|
||||
|
||||
const value = this.evaluateCondition(rule.condition, metrics)
|
||||
const isTriggered = value > rule.threshold
|
||||
|
||||
const existingAlert = this.alerts.find(a => a.rule.id === rule.id && !a.resolved)
|
||||
|
||||
if (isTriggered && !existingAlert) {
|
||||
// Trigger new alert
|
||||
const alert: PerformanceAlert = {
|
||||
id: `${rule.id}-${Date.now()}`,
|
||||
rule,
|
||||
triggered: new Date().toISOString(),
|
||||
value,
|
||||
message: `${rule.name}: ${value.toFixed(2)} > ${rule.threshold}`
|
||||
}
|
||||
this.alerts.push(alert)
|
||||
console.log(this.colors.warning(`${this.emojis.alert} ALERT: ${alert.message}`))
|
||||
} else if (!isTriggered && existingAlert) {
|
||||
// Resolve existing alert
|
||||
existingAlert.resolved = new Date().toISOString()
|
||||
console.log(this.colors.success(`${this.emojis.health} RESOLVED: ${existingAlert.message}`))
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Evaluate alert condition against metrics
|
||||
*/
|
||||
private evaluateCondition(condition: string, metrics: PerformanceMetrics): number {
|
||||
// Simple condition evaluation (in real implementation, use a proper expression parser)
|
||||
const parts = condition.split(' ')
|
||||
if (parts.length !== 3) return 0
|
||||
|
||||
const path = parts[0]
|
||||
const value = this.getMetricValue(path, metrics)
|
||||
return typeof value === 'number' ? value : 0
|
||||
}
|
||||
|
||||
/**
|
||||
* Get metric value by dot notation path
|
||||
*/
|
||||
private getMetricValue(path: string, metrics: PerformanceMetrics): any {
|
||||
return path.split('.').reduce((obj: any, key: string) => obj?.[key], metrics as any)
|
||||
}
|
||||
|
||||
/**
|
||||
* Helper methods
|
||||
*/
|
||||
private getHealthStatus(metrics: PerformanceMetrics): string {
|
||||
const score = metrics.health.overall
|
||||
if (score >= 90) return 'excellent'
|
||||
if (score >= 75) return 'good'
|
||||
if (score >= 60) return 'fair'
|
||||
return 'poor'
|
||||
}
|
||||
|
||||
private getHealthIcon(score: number): string {
|
||||
if (score >= 90) return this.emojis.health
|
||||
if (score >= 75) return '💛'
|
||||
if (score >= 60) return this.emojis.warning
|
||||
return this.emojis.critical
|
||||
}
|
||||
|
||||
private getHealthBar(score: number): string {
|
||||
const filled = Math.floor(score / 10)
|
||||
const empty = 10 - filled
|
||||
return this.colors.success('█'.repeat(filled)) + this.colors.dim('░'.repeat(empty))
|
||||
}
|
||||
|
||||
private getSeverityIcon(severity: string): string {
|
||||
switch (severity) {
|
||||
case 'critical': return this.emojis.critical
|
||||
case 'high': return this.emojis.alert
|
||||
case 'medium': return this.emojis.warning
|
||||
default: return this.emojis.gear
|
||||
}
|
||||
}
|
||||
|
||||
private formatUptime(seconds: number): string {
|
||||
const hours = Math.floor(seconds / 3600)
|
||||
const minutes = Math.floor((seconds % 3600) / 60)
|
||||
return `${hours}h ${minutes}m`
|
||||
}
|
||||
|
||||
private formatBytes(bytes: number): string {
|
||||
const units = ['B', 'KB', 'MB', 'GB', 'TB']
|
||||
let size = bytes
|
||||
let unitIndex = 0
|
||||
|
||||
while (size >= 1024 && unitIndex < units.length - 1) {
|
||||
size /= 1024
|
||||
unitIndex++
|
||||
}
|
||||
|
||||
return `${size.toFixed(1)} ${units[unitIndex]}`
|
||||
}
|
||||
}
|
||||
|
|
@ -55,14 +55,14 @@ export {
|
|||
} from './config/index.js'
|
||||
|
||||
// Export Neural Import (AI data understanding)
|
||||
export { NeuralImport } from './cortex/neuralImport.js'
|
||||
export { NeuralImport } from './neural/neuralImport.js'
|
||||
export type {
|
||||
NeuralAnalysisResult,
|
||||
DetectedEntity,
|
||||
DetectedRelationship,
|
||||
NeuralInsight,
|
||||
NeuralImportOptions
|
||||
} from './cortex/neuralImport.js'
|
||||
} from './neural/neuralImport.js'
|
||||
|
||||
// Export Neural Entity Extraction
|
||||
export { NeuralEntityExtractor } from './neural/entityExtractor.js'
|
||||
|
|
@ -126,8 +126,6 @@ import {
|
|||
|
||||
// Chat system removed - was returning fake responses
|
||||
|
||||
// Export Cortex CLI functionality - commented out for core MIT build
|
||||
// export { Cortex } from './cortex/cortex.js'
|
||||
|
||||
// Export performance and optimization utilities
|
||||
import {
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue