feat: ID-first storage architecture + remove memory-unsafe APIs (v6.0.0)
BREAKING CHANGES:
**ID-First Storage Paths**
- Direct O(1) entity access without type lookups
- Before: entities/nouns/{TYPE}/metadata/{SHARD}/{ID}.json
- After: entities/nouns/{SHARD}/{ID}/metadata.json
- Migration handled automatically on first init()
**Removed Memory-Unsafe APIs**
- Removed brain.merge() - loaded all entities into memory
- Removed brain.diff() - loaded all entities into memory
- Removed brain.data().backup() - loaded all entities into memory
- Removed brain.data().restore() - depended on backup()
- Removed CLI commands: backup, restore, cow merge
**Migration Paths**
- merge() → Use checkout() or manually copy entities with pagination
- diff() → Use asOf() with manual paginated comparison
- backup() → Use fork() for instant COW snapshots
- restore() → Use checkout() to switch to snapshot branch
Core Improvements:
- ✅ All 8 storage adapters properly call super.init()
- ✅ GraphAdjacencyIndex integration in BaseStorage.init()
- ✅ Fixed ID-first path bugs (vector.json → vectors.json)
- ✅ Fixed MemoryStorage.initializeCounts() for ID-first paths
- ✅ New VFS APIs: du(), access(), find()
- ✅ Comprehensive documentation with migration guides
Storage Adapters Fixed:
- MemoryStorage, FileSystemStorage, AzureBlobStorage
- GCSStorage, R2Storage, S3CompatibleStorage
- OPFSStorage, HistoricalStorageAdapter
Files Changed: 28 files, +1,075/-1,933 lines (net -858)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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28 changed files with 1079 additions and 1937 deletions
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@ -9,15 +9,16 @@ Brainy v5.12.0 introduces comprehensive batch operations at the storage layer, e
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### Problem Solved
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**Before v5.12.0:**
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- VFS `readFile()` on cloud storage: **18-21 seconds** per file (cold cache)
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- Directory with 12 files: **12.7 seconds** (22 sequential calls × 580ms latency)
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- N+1 query pattern: 1 directory query + N individual file queries
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- VFS `getTreeStructure()` on cloud storage: **12.7 seconds** for directory with 12 files
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- N+1 query pattern: 1 directory query + N individual file queries (22 sequential calls × 580ms latency)
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**After v5.12.0:**
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- VFS operations: **<1 second** for 12 files (90%+ improvement)
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- VFS `getTreeStructure()`: **<1 second** for 12 files (90%+ improvement)
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- 2-3 batched calls instead of 22 sequential calls
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- Native cloud storage batch APIs for maximum throughput
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**IMPORTANT:** The v5.12.0 batch optimizations apply **ONLY to `getTreeStructure()`**, not to `readFile()` or individual `get()` operations. See v6.0.0 changes for comprehensive storage path optimizations.
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---
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## New Public APIs
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@ -55,7 +56,7 @@ results.size // → 3 (number of found entities)
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### 2. `storage.getNounMetadataBatch(ids)`
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Batch metadata retrieval with type-aware caching.
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Batch metadata retrieval with direct O(1) path construction (v6.0.0+).
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```typescript
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const storage = brain.storage as BaseStorage
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@ -70,15 +71,15 @@ for (const [id, metadata] of metadataMap) {
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```
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**Features:**
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- ✅ Type cache consultation (O(1) path resolution for known types)
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- ✅ Uncached ID handling (tries multiple types automatically)
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- ✅ Direct O(1) path construction from ID (no type lookup needed!)
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- ✅ Sharding preservation (all paths include `{shard}/{id}`)
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- ✅ COW-aware (respects branch paths)
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- ✅ 40x faster than v5.x type-first architecture
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**Performance:**
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- Cached IDs: ~1ms per 100 entities
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- Uncached IDs: ~100ms per 100 entities (multi-type search)
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- ~1ms per 100 entities (consistent, no cache misses!)
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- Cloud storage: Parallel downloads (100-150 concurrent)
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- No type search delays - every ID maps directly to storage path
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---
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@ -129,11 +130,11 @@ COW-aware batch path resolution with branch inheritance.
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const storage = brain.storage as BaseStorage
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const paths = [
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'entities/nouns/document/metadata/{shard}/id1.json',
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'entities/nouns/thing/metadata/{shard}/id2.json'
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'entities/nouns/{shard}/id1/metadata.json',
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'entities/nouns/{shard}/id2/metadata.json'
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]
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// Resolves to: branches/{branch}/entities/nouns/...
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// Resolves to: branches/{branch}/entities/nouns/{shard}/{id}/metadata.json
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const results: Map<string, any> = await storage.readBatchWithInheritance(paths, 'my-branch')
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// Automatically inherits from parent branches for missing entities
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@ -284,27 +285,34 @@ VFS.getTreeStructure()
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## Advanced Features Compatibility
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### ✅ Type-Aware Storage
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### ✅ ID-First Storage Architecture (v6.0.0+)
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All batch operations preserve type-first paths:
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All batch operations use direct ID-first paths - no type lookup needed!
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**NEW v6.0.0 Path Structure:**
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```
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entities/nouns/{TYPE}/metadata/{SHARD}/{ID}.json
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entities/nouns/{SHARD}/{ID}/metadata.json
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entities/verbs/{SHARD}/{ID}/metadata.json
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```
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Batch APIs consult the `nounTypeCache` for O(1) path resolution:
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**Direct O(1) Path Construction:**
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```typescript
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// Cached IDs: Direct path construction
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// Every ID maps directly to exactly ONE path - 40x faster!
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const id = 'abc-123'
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const type = nounTypeCache.get(id) // → 'document'
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const path = `entities/nouns/document/metadata/${shard}/${id}.json`
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const shard = getShardIdFromUuid(id) // → 'ab' (first 2 hex chars)
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const path = `entities/nouns/${shard}/${id}/metadata.json`
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// Uncached IDs: Try multiple types (automatically)
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// Batch API tries all types in search order:
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// 1. Common types (document, thing, person, file)
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// 2. All other types (alphabetically)
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// No type cache needed!
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// No type search needed!
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// No multi-type fallback needed!
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// Just pure O(1) lookup!
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```
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**Benefits:**
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- **40x faster** on GCS/S3 (eliminates 42-type sequential search)
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- **Simpler code** - removed 500+ lines of type cache complexity
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- **Scalable** - works at billion-scale without type tracking overhead
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---
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### ✅ Sharding
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@ -314,7 +322,7 @@ All batch paths include shard IDs calculated via `getShardIdFromUuid(id)`:
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```typescript
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const id = 'a3c4e5f7-...'
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const shard = getShardIdFromUuid(id) // → 'a3' (first 2 hex chars)
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const path = `entities/nouns/document/metadata/${shard}/${id}.json`
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const path = `entities/nouns/${shard}/${id}/metadata.json`
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```
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**Distribution:** 256 shards (00-ff) for optimal load distribution.
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@ -570,13 +578,13 @@ npx vitest run tests/integration/storage-batch-operations.test.ts
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**Test Coverage:**
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- ✅ brain.batchGet() high-level API
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- ✅ storage.getNounMetadataBatch() with type caching
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- ✅ storage.getNounMetadataBatch() with ID-first paths
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- ✅ COW integration (branch isolation, inheritance)
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- ✅ storage.getVerbsBySourceBatch() relationship queries
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- ✅ VFS integration (PathResolver.getChildren())
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- ✅ Performance benchmarks (N+1 elimination)
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- ✅ Error handling (partial failures, empty batches, duplicates)
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- ✅ Type-aware storage verification
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- ✅ ID-first storage verification
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- ✅ Sharding preservation
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**Results:** 23 tests passing ✅
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@ -650,12 +658,12 @@ if (typeof selfWithBatch.readBatch === 'function') {
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- Zero N+1 query patterns
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**Compatibility:**
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- ✅ Type-aware storage
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- ✅ ID-first storage (v6.0.0+)
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- ✅ Sharding (256 shards)
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- ✅ COW (branch isolation, inheritance)
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- ✅ fork() and checkout()
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- ✅ asOf() time-travel
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- ✅ All 56+ indexes respected
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- ✅ All 6 indexes respected (HNSW, TypeAwareHNSW, MetadataIndex, GraphAdjacency, Version, DeletedItems)
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---
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