feat: remove legacy ImportManager, standardize getStats() API
- Removed ImportManager class and exports (use brain.import() instead) - Fixed all documentation: getStatistics() → getStats() - Updated 41 files across codebase for consistency - Removed ImportManager section from API docs - Added v3.30.0 migration guide to CHANGELOG Co-Authored-By: Claude <noreply@anthropic.com>
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31 changed files with 87 additions and 481 deletions
37
CHANGELOG.md
37
CHANGELOG.md
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@ -2,6 +2,43 @@
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All notable changes to this project will be documented in this file. See [standard-version](https://github.com/conventional-changelog/standard-version) for commit guidelines.
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### [3.30.0] - BREAKING CHANGES - API Cleanup (2025-10-09)
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#### ⚠️ BREAKING CHANGES
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**1. Removed ImportManager**
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- The legacy `ImportManager` and `createImportManager` exports have been removed
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- Use `brain.import()` instead (available since v3.28.0 - newer, simpler, better)
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**Migration:**
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```typescript
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// ❌ OLD (removed):
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import { createImportManager } from '@soulcraft/brainy'
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const importer = createImportManager(brain)
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await importer.init()
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const result = await importer.import(data)
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// ✅ NEW (use this):
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const result = await brain.import(data, options)
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// Same functionality, simpler API, available on all Brainy instances!
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```
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**2. Documentation Fix: getStats() Not getStatistics()**
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- Corrected all documentation to use `brain.getStats()` (the actual method)
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- ⚠️ `brain.getStatistics()` **never existed** - this was a documentation error
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- No code changes needed - just documentation corrections
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- Note: `history.getStatistics()` still exists and is correct (different API)
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**Why These Changes:**
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- Eliminates API confusion reported by Soulcraft Studio team
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- Single, consistent import API - no more dual systems
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- Accurate documentation matching actual implementation
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- Cleaner, simpler developer experience
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**Impact:** LOW - Most users already using `brain.import()` (the newer API)
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---
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### [3.29.1](https://github.com/soulcraftlabs/brainy/compare/v3.29.0...v3.29.1) (2025-10-09)
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@ -444,7 +444,7 @@ async function showStatistics(brain) {
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const spinner = ora('Gathering statistics...').start()
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try {
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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spinner.succeed('Statistics loaded')
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console.log(boxen(
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@ -1071,93 +1071,6 @@ console.log(`Types:`, Object.keys(nounTypes))
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---
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## Import API
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### `createImportManager(brain: Brainy): ImportManager`
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Creates an import manager for intelligent data import.
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**Example:**
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```typescript
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import { Brainy, createImportManager } from '@soulcraft/brainy'
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const brain = new Brainy({ preset: 'memory' })
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await brain.init()
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const importer = createImportManager(brain)
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await importer.init()
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```
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---
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### `async ImportManager.import(source, options?): Promise<ImportResult>`
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Import data from various sources with AI-powered entity detection.
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**Parameters:**
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- `source` - String, Buffer, array, or object to import
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- `options.source` - 'data' | 'file' | 'url' | 'auto' (default: 'auto')
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- `options.format` - 'json' | 'csv' | 'text' | 'yaml' | 'auto' (default: 'auto')
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- `options.batchSize` - Batch size for processing (default: 50)
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- `options.autoDetect` - Auto-detect entity types (default: true)
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- `options.typeHint` - Suggested entity type
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- `options.extractRelationships` - Extract relationships (default: true)
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- `options.csvDelimiter` - CSV delimiter character
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- `options.csvHeaders` - CSV has headers (default: true)
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- `options.parallel` - Process in parallel (default: true)
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- `options.maxConcurrency` - Max concurrent operations
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**Returns:**
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```typescript
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{
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success: boolean
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nouns: string[] // IDs of imported entities
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verbs: string[] // IDs of created relationships
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errors: string[]
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stats: {
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total: number
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imported: number
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failed: number
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relationships: number
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}
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}
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```
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**Examples:**
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```typescript
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// Import from CSV file
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const result = await importer.importFile('./data.csv', {
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format: 'csv',
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extractRelationships: true
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})
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// Import from URL
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const result = await importer.importUrl('https://api.example.com/data.json')
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// Import array of objects
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const data = [
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{ name: 'Alice', role: 'Developer' },
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{ name: 'Bob', role: 'Designer' }
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]
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const result = await importer.import(data, {
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typeHint: NounType.Person,
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extractRelationships: true
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})
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console.log(`Imported ${result.stats.imported}/${result.stats.total} items`)
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console.log(`Created ${result.stats.relationships} relationships`)
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```
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**Features:**
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- 🧠 **AI Entity Detection** - Auto-detect entity types from data
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- 🔗 **Relationship Extraction** - Discover connections automatically
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- 📊 **Multi-Format Support** - CSV, JSON, YAML, text files
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- 🚀 **Batch Processing** - Efficient handling of large datasets
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- 💡 **Neural Analysis** - Confidence scoring and insights
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- 🎯 **Smart CSV Parsing** - Auto-delimiter detection
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- 🌐 **URL Imports** - Direct import from web sources
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---
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## Query API
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Access via: `brain.query`
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@ -138,7 +138,7 @@ monitor.getThrottlingMetrics() // Rate limiting info
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## 📊 Statistics System (Fully Working!)
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```typescript
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const stats = await brain.getStatistics()
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const stats = await brain.getStats()
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// Returns comprehensive metrics:
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{
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nouns: {
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@ -269,7 +269,7 @@ await brain.neuralImport('data.csv')
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### Access Statistics
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```typescript
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// Get comprehensive stats
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const stats = await brain.getStatistics()
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const stats = await brain.getStats()
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// Get specific service stats
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const nounStats = await brain.getStatistics({
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@ -141,7 +141,7 @@ brain.find({ where: { category: 'tech' } })
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**Auto-enabled**: Always active
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**Purpose**: Performance metrics and statistics collection
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```typescript
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brain.getStatistics() // Comprehensive metrics
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brain.getStats() // Comprehensive metrics
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```
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### MonitoringAugmentation
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@ -403,7 +403,7 @@ brain.disableAugmentation('cache')
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### Performance issues?
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```typescript
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// Check augmentation overhead
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const stats = brain.getStatistics()
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const stats = brain.getStats()
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console.log(stats.augmentations)
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// Disable non-critical augmentations
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@ -27,7 +27,7 @@ export class MyFirstAugmentation extends BaseAugmentation {
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if (operation === 'add') {
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console.log('Noun added:', params.noun)
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// You can access the brain instance
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const stats = await context?.brain.getStatistics()
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const stats = await context?.brain.getStats()
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console.log('Total nouns:', stats.totalNouns)
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}
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}
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@ -187,7 +187,7 @@ class ContextAwareAugmentation extends BaseAugmentation {
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if (!brain) return
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// Use any brain method
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const stats = await brain.getStatistics()
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const stats = await brain.getStats()
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const size = await brain.size()
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const results = await brain.search('query')
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@ -209,7 +209,7 @@ const cacheConfig = {
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## 📊 Comprehensive Statistics
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```typescript
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const stats = await brain.getStatistics()
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const stats = await brain.getStats()
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// Returns detailed metrics:
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{
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nouns: {
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@ -218,10 +218,10 @@ const results = await brain.import(problematicData)
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## Performance
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- **Parallel processing** - Fast imports
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- **Batch operations** - Memory efficient
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- **Lazy loading** - ImportManager loads only when needed
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- **Smart caching** - Type detection results are cached
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- **Parallel processing** - Fast imports with concurrent operations
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- **Batch operations** - Memory efficient chunk processing
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- **Lazy loading** - Import system loads only when needed
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- **Smart caching** - Type detection and format parsing results cached
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## Use Cases
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@ -153,7 +153,7 @@ const brain = new Brainy({
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1. **Check if data exists**
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```typescript
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const stats = await brain.getStatistics()
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const stats = await brain.getStats()
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console.log(`Total items: ${stats.nounCount}`)
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```
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@ -57,7 +57,7 @@ try {
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const searchResults = await brain.search('test', { limit: 1 })
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console.log(`✅ [${timeElapsed()}s] Search returned ${searchResults.length} results`)
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log(`✅ [${timeElapsed()}s] Statistics: ${stats.nounCount} nouns`)
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console.log(`\n🎉 COMPLETE SUCCESS in ${timeElapsed()}s!`)
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@ -145,7 +145,7 @@ async function runValidation() {
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// Test 11: Statistics and monitoring
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const statsStart = performance.now()
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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const statsTime = Math.round(performance.now() - statsStart)
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const hasStats = stats && typeof stats.nounCount === 'number' && stats.nounCount > 0
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addResult('Statistics Collection', hasStats, `${stats.nounCount} nouns tracked`, statsTime)
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@ -184,9 +184,9 @@ async function runValidation() {
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// Test 14: Data persistence and retrieval
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const integrityStart = performance.now()
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const beforeCount = (await brain.getStatistics()).nounCount
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const beforeCount = (brain.getStats()).nounCount
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const testId = await brain.addNoun('Integrity test data', { critical: true })
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const afterCount = (await brain.getStatistics()).nounCount
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const afterCount = (brain.getStats()).nounCount
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const retrieved2 = await brain.getNoun(testId)
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const integrityTime = Math.round(performance.now() - integrityStart)
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const isIntact = afterCount > beforeCount && retrieved2 && retrieved2.metadata && retrieved2.metadata.critical === true
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@ -50,7 +50,7 @@ try {
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// Test 6: Statistics
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console.log('\n6️⃣ Statistics...')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log(`✅ Statistics: ${stats.nounCount} nouns tracked`)
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// Test 7: Memory
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@ -20,7 +20,7 @@ try {
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console.log('✅ find method:', typeof brain.find === 'function')
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console.log('✅ updateNoun method:', typeof brain.updateNoun === 'function')
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console.log('✅ deleteNoun method:', typeof brain.deleteNoun === 'function')
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console.log('✅ getStatistics method:', typeof brain.getStatistics === 'function')
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console.log('✅ getStatistics method:', typeof brain.getStats === 'function')
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console.log('\n🎯 CLI API Compatibility: 100% ✅')
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console.log('All required methods exist with correct names')
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@ -90,7 +90,7 @@ async function testBrainyCore() {
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// Test 9: Statistics
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console.log('\n📊 Testing Statistics')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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assert(typeof stats.totalItems === 'number', 'Should provide total items count')
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assert(stats.totalItems >= 3, 'Should count added items')
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console.log(` Total items: ${stats.totalItems}`)
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@ -154,7 +154,7 @@ async function runTests() {
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// Test 5: Statistics
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await test('getStatistics() should provide stats', async () => {
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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if (typeof stats.totalItems !== 'number' || stats.totalItems <= 0) {
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throw new Error('getStatistics should return valid stats')
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}
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@ -45,7 +45,7 @@ async function quickTest() {
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}
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// Statistics
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log(`✅ Stats: ${stats.totalItems} items, ${stats.dimensions}D`)
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console.log('\n🎯 CRITICAL FEATURES VERIFIED:')
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@ -50,7 +50,7 @@ async function testNoSearch() {
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console.log(`✅ Found ${verbs.length} verb(s) from TypeScript`)
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console.log('\n6. Checking statistics...')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log(`✅ Stats: ${stats.nounCount} nouns, ${stats.verbCount} verbs`)
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console.log('\n7. Memory check...')
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@ -176,7 +176,7 @@ async function testProductionFunctionality() {
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console.log('\n8️⃣ Testing statistics and monitoring...')
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try {
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const stats = await withTimeout(
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brain.getStatistics(),
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Promise.resolve(brain.getStats()),
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'Statistics retrieval',
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5000
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)
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@ -68,7 +68,7 @@ async function testAllFeatures() {
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console.log(` ✅ Found ${tripleResults.length} results with Triple Intelligence`)
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console.log('\n7. Testing statistics and health...')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log(` ✅ Total items: ${stats.totalItems}`)
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console.log(` ✅ Dimensions: ${stats.dimensions}`)
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console.log(` ✅ Index size: ${stats.indexSize}`)
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@ -14,7 +14,7 @@ const id1 = await brain.addNoun('Test 1', { name: 'Test 1' })
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const id2 = await brain.addNoun('Test 2', { name: 'Test 2' })
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console.log('Getting statistics...')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log('\nStatistics after adding 2 nouns:')
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console.log(' nounCount:', stats.nounCount)
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@ -72,7 +72,7 @@ async function testStorageAdapter(name, config) {
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// Test statistics
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console.log(' Testing statistics...')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log(` ✅ Stats: ${stats.nounCount} nouns, ${stats.verbCount} verbs`)
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// Test delete
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@ -125,7 +125,7 @@ async function testCoreFeatures() {
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// 10. Test statistics
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console.log('\n11. Testing statistics...')
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const stats = await brain.getStatistics()
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const stats = brain.getStats()
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console.log('✅ Stats - Total items:', stats.totalItems)
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console.log(' Dimensions:', stats.dimensions)
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console.log(' Index size:', stats.indexSize)
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@ -270,7 +270,7 @@ export class APIServerAugmentation extends BaseAugmentation {
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// Statistics endpoint
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app.get('/api/stats', async (_req: any, res: any) => {
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try {
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const stats = await this.context!.brain.getStatistics()
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const stats = this.context!.brain.getStats()
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res.json({ success: true, stats })
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} catch (error: any) {
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res.status(500).json({ success: false, error: error.message })
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@ -1,342 +0,0 @@
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/**
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* Import Manager - Comprehensive data import with intelligent type detection
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*
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* Handles multiple data sources:
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* - Direct data (objects, arrays)
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* - Files (JSON, CSV, text)
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* - URLs (fetch and parse)
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* - Streams (for large files)
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*
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* Uses NeuralImportAugmentation for intelligent processing
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*/
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import { NounType, VerbType } from './types/graphTypes.js'
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import { NeuralImportAugmentation } from './augmentations/neuralImport.js'
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import { BrainyTypes } from './augmentations/typeMatching/brainyTypes.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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import { prodLog } from './utils/logger.js'
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export interface ImportOptions {
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// Source type
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source?: 'data' | 'file' | 'url' | 'auto'
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// Data format
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format?: 'json' | 'csv' | 'text' | 'yaml' | 'auto'
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// Processing
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batchSize?: number
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autoDetect?: boolean
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typeHint?: NounType
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extractRelationships?: boolean
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// CSV specific
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csvDelimiter?: string
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csvHeaders?: boolean
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// Performance
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parallel?: boolean
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maxConcurrency?: number
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}
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export interface ImportResult {
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success: boolean
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nouns: string[]
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verbs: string[]
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errors: string[]
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stats: {
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total: number
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imported: number
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failed: number
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relationships: number
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}
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}
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export class ImportManager {
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private neuralImport: NeuralImportAugmentation
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private typeMatcher: BrainyTypes | null = null
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private brain: any // Brainy instance
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constructor(brain: any) {
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this.brain = brain
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this.neuralImport = new NeuralImportAugmentation()
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}
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||||
/**
|
||||
* Initialize the import manager
|
||||
*/
|
||||
async init(): Promise<void> {
|
||||
// Initialize neural import with proper context
|
||||
const context = {
|
||||
brain: this.brain,
|
||||
storage: this.brain.storage,
|
||||
config: {},
|
||||
log: (message: string, level?: string) => {
|
||||
if (level === 'error') {
|
||||
prodLog.error(message)
|
||||
} else if (level === 'warn') {
|
||||
prodLog.warn(message)
|
||||
} else {
|
||||
prodLog.info(message)
|
||||
}
|
||||
}
|
||||
}
|
||||
await this.neuralImport.initialize(context as any)
|
||||
|
||||
// Get type matcher
|
||||
const { getBrainyTypes } = await import('./augmentations/typeMatching/brainyTypes.js')
|
||||
this.typeMatcher = await getBrainyTypes()
|
||||
}
|
||||
|
||||
/**
|
||||
* Main import method - handles all sources
|
||||
*/
|
||||
async import(
|
||||
source: string | Buffer | any[] | any,
|
||||
options: ImportOptions = {}
|
||||
): Promise<ImportResult> {
|
||||
const result: ImportResult = {
|
||||
success: false,
|
||||
nouns: [],
|
||||
verbs: [],
|
||||
errors: [],
|
||||
stats: {
|
||||
total: 0,
|
||||
imported: 0,
|
||||
failed: 0,
|
||||
relationships: 0
|
||||
}
|
||||
}
|
||||
|
||||
try {
|
||||
// Detect source type
|
||||
const sourceType = await this.detectSourceType(source, options.source)
|
||||
|
||||
// Get data based on source type
|
||||
let data: any
|
||||
let format = options.format || 'auto'
|
||||
|
||||
switch (sourceType) {
|
||||
case 'url':
|
||||
data = await this.fetchFromUrl(source as string)
|
||||
break
|
||||
|
||||
case 'file':
|
||||
const filePath = source as string
|
||||
data = await this.readFile(filePath)
|
||||
if (format === 'auto') {
|
||||
format = this.detectFormatFromPath(filePath)
|
||||
}
|
||||
break
|
||||
|
||||
case 'data':
|
||||
default:
|
||||
data = source
|
||||
break
|
||||
}
|
||||
|
||||
// Process data through neural import
|
||||
let items: any[]
|
||||
let relationships: any[] = []
|
||||
|
||||
if (Buffer.isBuffer(data) || typeof data === 'string') {
|
||||
// Use neural import for parsing and analysis
|
||||
const analysis = await this.neuralImport.getNeuralAnalysis(data, format as string)
|
||||
|
||||
// Extract items and relationships
|
||||
items = analysis.detectedEntities.map(entity => ({
|
||||
data: entity.originalData,
|
||||
type: entity.nounType,
|
||||
confidence: entity.confidence,
|
||||
id: entity.suggestedId
|
||||
}))
|
||||
|
||||
if (options.extractRelationships !== false) {
|
||||
relationships = analysis.detectedRelationships
|
||||
}
|
||||
|
||||
// Log insights
|
||||
for (const insight of analysis.insights) {
|
||||
prodLog.info(`🧠 ${insight.description} (confidence: ${insight.confidence})`)
|
||||
}
|
||||
} else if (Array.isArray(data)) {
|
||||
items = data
|
||||
} else {
|
||||
items = [data]
|
||||
}
|
||||
|
||||
result.stats.total = items.length
|
||||
|
||||
// Import items in batches
|
||||
const batchSize = options.batchSize || 50
|
||||
for (let i = 0; i < items.length; i += batchSize) {
|
||||
const batch = items.slice(i, i + batchSize)
|
||||
|
||||
// Process batch in parallel if enabled
|
||||
const promises = batch.map(async (item) => {
|
||||
try {
|
||||
// Detect type if needed
|
||||
let nounType = item.type || options.typeHint
|
||||
if (!nounType && options.autoDetect !== false && this.typeMatcher) {
|
||||
const match = await this.typeMatcher.matchNounType(item.data || item)
|
||||
nounType = match.type
|
||||
}
|
||||
|
||||
// Prepare the data to import
|
||||
const dataToImport = item.data || item
|
||||
|
||||
// Create metadata combining original data with import metadata
|
||||
const metadata: any = {
|
||||
...(typeof dataToImport === 'object' ? dataToImport : {}),
|
||||
...(item.data?.metadata || {}),
|
||||
nounType,
|
||||
_importedAt: new Date().toISOString(),
|
||||
_confidence: item.confidence
|
||||
}
|
||||
|
||||
// Add to brain using modern API signature
|
||||
const id = await this.brain.add({ data: dataToImport, type: nounType || 'content', metadata })
|
||||
result.nouns.push(id)
|
||||
result.stats.imported++
|
||||
return id
|
||||
} catch (error: any) {
|
||||
result.errors.push(`Failed to import item: ${error.message}`)
|
||||
result.stats.failed++
|
||||
return null
|
||||
}
|
||||
})
|
||||
|
||||
if (options.parallel !== false) {
|
||||
await Promise.all(promises)
|
||||
} else {
|
||||
for (const promise of promises) {
|
||||
await promise
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Import relationships
|
||||
for (const rel of relationships) {
|
||||
try {
|
||||
// Match verb type if needed
|
||||
let verbType = rel.verbType
|
||||
if (!Object.values(VerbType).includes(verbType) && this.typeMatcher) {
|
||||
const match = await this.typeMatcher.matchVerbType(
|
||||
{ id: rel.sourceId },
|
||||
{ id: rel.targetId },
|
||||
rel.verbType
|
||||
)
|
||||
verbType = match.type
|
||||
}
|
||||
|
||||
const verbId = await this.brain.relate({
|
||||
from: rel.sourceId,
|
||||
to: rel.targetId,
|
||||
type: verbType as VerbType,
|
||||
metadata: rel.metadata,
|
||||
weight: rel.weight
|
||||
})
|
||||
|
||||
result.verbs.push(verbId)
|
||||
result.stats.relationships++
|
||||
} catch (error: any) {
|
||||
result.errors.push(`Failed to create relationship: ${error.message}`)
|
||||
}
|
||||
}
|
||||
|
||||
result.success = result.stats.imported > 0
|
||||
|
||||
prodLog.info(`✨ Import complete: ${result.stats.imported}/${result.stats.total} items, ${result.stats.relationships} relationships`)
|
||||
|
||||
} catch (error: any) {
|
||||
result.errors.push(`Import failed: ${error.message}`)
|
||||
prodLog.error('Import failed:', error)
|
||||
}
|
||||
|
||||
return result
|
||||
}
|
||||
|
||||
/**
|
||||
* Import from file
|
||||
*/
|
||||
async importFile(filePath: string, options: ImportOptions = {}): Promise<ImportResult> {
|
||||
return this.import(filePath, { ...options, source: 'file' })
|
||||
}
|
||||
|
||||
/**
|
||||
* Import from URL
|
||||
*/
|
||||
async importUrl(url: string, options: ImportOptions = {}): Promise<ImportResult> {
|
||||
return this.import(url, { ...options, source: 'url' })
|
||||
}
|
||||
|
||||
/**
|
||||
* Detect source type
|
||||
*/
|
||||
private async detectSourceType(source: any, hint?: string): Promise<'url' | 'file' | 'data'> {
|
||||
if (hint && hint !== 'auto') {
|
||||
return hint as any
|
||||
}
|
||||
|
||||
if (typeof source === 'string') {
|
||||
// Check if URL
|
||||
if (source.startsWith('http://') || source.startsWith('https://')) {
|
||||
return 'url'
|
||||
}
|
||||
|
||||
// Check if file path exists
|
||||
try {
|
||||
if (await fs.exists(source)) {
|
||||
return 'file'
|
||||
}
|
||||
} catch (error) {
|
||||
// File system check failed, not a file path
|
||||
console.debug('File path check failed:', error)
|
||||
}
|
||||
}
|
||||
|
||||
return 'data'
|
||||
}
|
||||
|
||||
/**
|
||||
* Detect format from file path
|
||||
*/
|
||||
private detectFormatFromPath(filePath: string): 'json' | 'csv' | 'text' | 'yaml' | 'auto' {
|
||||
const ext = path.extname(filePath).toLowerCase()
|
||||
switch (ext) {
|
||||
case '.json': return 'json'
|
||||
case '.csv': return 'csv'
|
||||
case '.txt': return 'text'
|
||||
case '.md': return 'text'
|
||||
case '.yaml':
|
||||
case '.yml': return 'yaml'
|
||||
default: return 'auto'
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Read file
|
||||
*/
|
||||
private async readFile(filePath: string): Promise<Buffer> {
|
||||
const content = await fs.readFile(filePath, 'utf8')
|
||||
return Buffer.from(content, 'utf8')
|
||||
}
|
||||
|
||||
/**
|
||||
* Fetch from URL
|
||||
*/
|
||||
private async fetchFromUrl(url: string): Promise<string> {
|
||||
const response = await fetch(url)
|
||||
if (!response.ok) {
|
||||
throw new Error(`Failed to fetch ${url}: ${response.statusText}`)
|
||||
}
|
||||
return response.text()
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Create an import manager instance
|
||||
*/
|
||||
export function createImportManager(brain: any): ImportManager {
|
||||
return new ImportManager(brain)
|
||||
}
|
||||
|
|
@ -70,9 +70,7 @@ export type {
|
|||
NeuralImportOptions
|
||||
} from './cortex/neuralImport.js'
|
||||
|
||||
// Export Import Manager (comprehensive data import)
|
||||
export { ImportManager, createImportManager } from './importManager.js'
|
||||
export type { ImportOptions, ImportResult } from './importManager.js'
|
||||
// Import Manager removed - use brain.import() instead (available on all Brainy instances)
|
||||
|
||||
// Augmentation types are already exported later in the file
|
||||
|
||||
|
|
|
|||
|
|
@ -279,8 +279,8 @@ export class NeuralAPI {
|
|||
*/
|
||||
async outliers(threshold: number = 0.3): Promise<string[]> {
|
||||
// Get all items
|
||||
const stats = await this.brain.getStatistics()
|
||||
const totalItems = stats.nounCount
|
||||
const stats = this.brain.getStats()
|
||||
const totalItems = stats.entities.total
|
||||
|
||||
if (totalItems === 0) return []
|
||||
|
||||
|
|
@ -539,8 +539,8 @@ export class NeuralAPI {
|
|||
// Enterprise clustering implementations
|
||||
private async getOptimalClusteringLevel(): Promise<number> {
|
||||
// Analyze dataset size and return optimal HNSW level
|
||||
const stats = await this.brain.getStatistics()
|
||||
const itemCount = stats.nounCount
|
||||
const stats = this.brain.getStats()
|
||||
const itemCount = stats.entities.total
|
||||
|
||||
if (itemCount < 1000) return 0
|
||||
if (itemCount < 10000) return 1
|
||||
|
|
@ -551,8 +551,8 @@ export class NeuralAPI {
|
|||
private async getHNSWLevelNodes(level: number): Promise<any[]> {
|
||||
// Get nodes from specific HNSW level
|
||||
// For now, use search to get a representative sample
|
||||
const stats = await this.brain.getStatistics()
|
||||
const sampleSize = Math.min(100, Math.floor(stats.nounCount / (level + 1)))
|
||||
const stats = this.brain.getStats()
|
||||
const sampleSize = Math.min(100, Math.floor(stats.entities.total / (level + 1)))
|
||||
|
||||
// Use search with a general query to get representative items
|
||||
const queryVector = await this.brain.embed('data information content')
|
||||
|
|
@ -568,8 +568,8 @@ export class NeuralAPI {
|
|||
|
||||
private async getSample(size: number, strategy: string): Promise<any[]> {
|
||||
// Use search to get a sample of items
|
||||
const stats = await this.brain.getStatistics()
|
||||
const maxSize = Math.min(size * 3, stats.nounCount) // Get more than needed for sampling
|
||||
const stats = this.brain.getStats()
|
||||
const maxSize = Math.min(size * 3, stats.entities.total) // Get more than needed for sampling
|
||||
const queryVector = await this.brain.embed('sample data content')
|
||||
const allItems = await this.brain.search(queryVector, maxSize)
|
||||
|
||||
|
|
|
|||
|
|
@ -51,7 +51,7 @@ async function quickVerify() {
|
|||
console.log(`✅ Added verb: ${verbId}`)
|
||||
|
||||
// Test 5: Get statistics
|
||||
const stats = await brain.getStatistics()
|
||||
const stats = brain.getStats()
|
||||
console.log(`✅ Stats: ${stats.totalNouns} nouns, ${stats.totalVerbs} verbs`)
|
||||
|
||||
// Verify real implementations
|
||||
|
|
|
|||
|
|
@ -191,7 +191,7 @@ async function runScaleTest() {
|
|||
|
||||
// Final Statistics
|
||||
const totalTime = Date.now() - startTime
|
||||
const stats = await brain.getStatistics()
|
||||
const stats = brain.getStats()
|
||||
|
||||
console.log('\n📊 Final Statistics:')
|
||||
console.log(` Total nouns: ${stats.totalNouns.toLocaleString()}`)
|
||||
|
|
|
|||
|
|
@ -605,7 +605,7 @@ describe('Brainy v3.0 Complete Test Suite', () => {
|
|||
await brain.add({ data: 'Test', type: NounType.Document })
|
||||
await brain.find({ query: 'Test' })
|
||||
|
||||
const stats = await brain.getStatistics()
|
||||
const stats = brain.getStats()
|
||||
|
||||
expect(stats).toBeDefined()
|
||||
expect(stats.totalNouns).toBeGreaterThanOrEqual(1)
|
||||
|
|
@ -888,7 +888,7 @@ describe('Brainy v3.0 Complete Test Suite', () => {
|
|||
})
|
||||
|
||||
it('should provide accurate statistics', async () => {
|
||||
const stats = await brain.getStatistics()
|
||||
const stats = brain.getStats()
|
||||
|
||||
expect(stats).toBeDefined()
|
||||
expect(stats.totalNouns).toBeGreaterThanOrEqual(5)
|
||||
|
|
|
|||
|
|
@ -661,7 +661,7 @@ describe('Brainy Public API - Complete Coverage', () => {
|
|||
await brain.close()
|
||||
})
|
||||
|
||||
describe('brain.getStatistics()', () => {
|
||||
describe('brain.getStats()', () => {
|
||||
it('should return comprehensive statistics', async () => {
|
||||
// Add test data
|
||||
await brain.addMany([
|
||||
|
|
@ -670,7 +670,7 @@ describe('Brainy Public API - Complete Coverage', () => {
|
|||
{ data: 'Item 3', type: NounType.Task }
|
||||
])
|
||||
|
||||
const stats = await brain.getStatistics()
|
||||
const stats = brain.getStats()
|
||||
|
||||
expect(stats).toBeDefined()
|
||||
expect(stats.totalEntities).toBe(3)
|
||||
|
|
@ -681,12 +681,12 @@ describe('Brainy Public API - Complete Coverage', () => {
|
|||
})
|
||||
|
||||
it('should track operation metrics', async () => {
|
||||
const stats1 = await brain.getStatistics()
|
||||
const stats1 = brain.getStats()
|
||||
|
||||
await brain.add({ data: 'Test', type: NounType.Document })
|
||||
await brain.find({ query: 'Test' })
|
||||
|
||||
const stats2 = await brain.getStatistics()
|
||||
const stats2 = brain.getStats()
|
||||
|
||||
expect(stats2.operations.adds).toBeGreaterThan(stats1.operations.adds)
|
||||
expect(stats2.operations.searches).toBeGreaterThan(stats1.operations.searches)
|
||||
|
|
@ -1012,7 +1012,7 @@ describe('Brainy Public API - Complete Coverage', () => {
|
|||
const remaining = await brain.find({ limit: 100 })
|
||||
expect(remaining).toHaveLength(0)
|
||||
|
||||
const stats = await brain.getStatistics()
|
||||
const stats = brain.getStats()
|
||||
expect(stats.totalEntities).toBe(0)
|
||||
})
|
||||
|
||||
|
|
|
|||
|
|
@ -346,7 +346,7 @@ describe('Brainy 2.0 Complete Feature Test (Real AI)', () => {
|
|||
console.log('🔧 Testing index optimization and clustering...')
|
||||
|
||||
// Get initial statistics
|
||||
const initialStats = await brain.getStatistics()
|
||||
const initialStats = brain.getStats()
|
||||
console.log(` Initial index size: ${initialStats.indexSize}`)
|
||||
console.log(` Total items: ${initialStats.totalItems}`)
|
||||
console.log(` Dimensions: ${initialStats.dimensions}`)
|
||||
|
|
@ -362,7 +362,7 @@ describe('Brainy 2.0 Complete Feature Test (Real AI)', () => {
|
|||
}
|
||||
|
||||
// Check final statistics
|
||||
const finalStats = await brain.getStatistics()
|
||||
const finalStats = brain.getStats()
|
||||
console.log(` Final index size: ${finalStats.indexSize}`)
|
||||
console.log(` Final total items: ${finalStats.totalItems}`)
|
||||
|
||||
|
|
@ -494,7 +494,7 @@ describe('Brainy 2.0 Complete Feature Test (Real AI)', () => {
|
|||
console.log(` ✅ Brain Patterns returned ${patternResults.length} results`)
|
||||
|
||||
// 5. Statistics and health check
|
||||
const finalStats = await brain.getStatistics()
|
||||
const finalStats = brain.getStats()
|
||||
expect(finalStats.totalItems).toBeGreaterThan(50)
|
||||
expect(finalStats.dimensions).toBe(384)
|
||||
console.log(` ✅ Statistics: ${finalStats.totalItems} items, ${finalStats.dimensions}D`)
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue