Initial commit: Brainy - Multi-Dimensional AI Database
Open source vector database with HNSW indexing, graph relationships, and metadata facets. Features CLI with professional augmentation registry integration for discovering extensions and capabilities.
This commit is contained in:
commit
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516
dist/storage/baseStorage.js
vendored
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516
dist/storage/baseStorage.js
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/**
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* Base Storage Adapter
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* Provides common functionality for all storage adapters
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*/
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import { BaseStorageAdapter } from './adapters/baseStorageAdapter.js';
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// Common directory/prefix names
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// Option A: Entity-Based Directory Structure
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export const ENTITIES_DIR = 'entities';
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export const NOUNS_VECTOR_DIR = 'entities/nouns/vectors';
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export const NOUNS_METADATA_DIR = 'entities/nouns/metadata';
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export const VERBS_VECTOR_DIR = 'entities/verbs/vectors';
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export const VERBS_METADATA_DIR = 'entities/verbs/metadata';
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export const INDEXES_DIR = 'indexes';
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export const METADATA_INDEX_DIR = 'indexes/metadata';
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// Legacy paths - kept for backward compatibility during migration
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export const NOUNS_DIR = 'nouns'; // Legacy: now maps to entities/nouns/vectors
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export const VERBS_DIR = 'verbs'; // Legacy: now maps to entities/verbs/vectors
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export const METADATA_DIR = 'metadata'; // Legacy: now maps to entities/nouns/metadata
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export const NOUN_METADATA_DIR = 'noun-metadata'; // Legacy: now maps to entities/nouns/metadata
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export const VERB_METADATA_DIR = 'verb-metadata'; // Legacy: now maps to entities/verbs/metadata
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export const INDEX_DIR = 'index'; // Legacy - kept for backward compatibility
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export const SYSTEM_DIR = '_system'; // System config & metadata indexes
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export const STATISTICS_KEY = 'statistics';
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// Migration version to track compatibility
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export const STORAGE_SCHEMA_VERSION = 3; // v3: Entity-Based Directory Structure (Option A)
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// Configuration flag to enable new directory structure
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export const USE_ENTITY_BASED_STRUCTURE = true; // Set to true to use Option A structure
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/**
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* Get the appropriate directory path based on configuration
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*/
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export function getDirectoryPath(entityType, dataType) {
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if (USE_ENTITY_BASED_STRUCTURE) {
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// Option A: Entity-Based Structure
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if (entityType === 'noun') {
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return dataType === 'vector' ? NOUNS_VECTOR_DIR : NOUNS_METADATA_DIR;
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}
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else {
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return dataType === 'vector' ? VERBS_VECTOR_DIR : VERBS_METADATA_DIR;
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}
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}
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else {
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// Legacy structure
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if (entityType === 'noun') {
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return dataType === 'vector' ? NOUNS_DIR : METADATA_DIR;
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}
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else {
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return dataType === 'vector' ? VERBS_DIR : VERB_METADATA_DIR;
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}
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}
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}
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/**
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* Base storage adapter that implements common functionality
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* This is an abstract class that should be extended by specific storage adapters
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*/
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export class BaseStorage extends BaseStorageAdapter {
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constructor() {
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super(...arguments);
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this.isInitialized = false;
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this.readOnly = false;
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}
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/**
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* Ensure the storage adapter is initialized
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*/
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async ensureInitialized() {
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if (!this.isInitialized) {
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await this.init();
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}
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}
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/**
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* Save a noun to storage
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*/
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async saveNoun(noun) {
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await this.ensureInitialized();
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return this.saveNoun_internal(noun);
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}
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/**
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* Get a noun from storage
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*/
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async getNoun(id) {
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await this.ensureInitialized();
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return this.getNoun_internal(id);
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}
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/**
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* Get nouns by noun type
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* @param nounType The noun type to filter by
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* @returns Promise that resolves to an array of nouns of the specified noun type
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*/
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async getNounsByNounType(nounType) {
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await this.ensureInitialized();
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return this.getNounsByNounType_internal(nounType);
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}
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/**
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* Delete a noun from storage
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*/
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async deleteNoun(id) {
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await this.ensureInitialized();
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return this.deleteNoun_internal(id);
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}
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/**
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* Save a verb to storage
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*/
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async saveVerb(verb) {
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await this.ensureInitialized();
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// Extract the lightweight HNSWVerb data
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const hnswVerb = {
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id: verb.id,
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vector: verb.vector,
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connections: verb.connections || new Map()
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};
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// Extract and save the metadata separately
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const metadata = {
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sourceId: verb.sourceId || verb.source,
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targetId: verb.targetId || verb.target,
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source: verb.source || verb.sourceId,
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target: verb.target || verb.targetId,
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type: verb.type || verb.verb,
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verb: verb.verb || verb.type,
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weight: verb.weight,
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metadata: verb.metadata,
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data: verb.data,
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createdAt: verb.createdAt,
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updatedAt: verb.updatedAt,
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createdBy: verb.createdBy,
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embedding: verb.embedding
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};
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// Save both the HNSWVerb and metadata
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await this.saveVerb_internal(hnswVerb);
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await this.saveVerbMetadata(verb.id, metadata);
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}
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/**
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* Get a verb from storage
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*/
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async getVerb(id) {
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await this.ensureInitialized();
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const hnswVerb = await this.getVerb_internal(id);
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if (!hnswVerb) {
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return null;
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}
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return this.convertHNSWVerbToGraphVerb(hnswVerb);
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}
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/**
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* Convert HNSWVerb to GraphVerb by combining with metadata
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*/
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async convertHNSWVerbToGraphVerb(hnswVerb) {
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try {
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const metadata = await this.getVerbMetadata(hnswVerb.id);
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if (!metadata) {
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return null;
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}
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// Create default timestamp if not present
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const defaultTimestamp = {
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seconds: Math.floor(Date.now() / 1000),
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nanoseconds: (Date.now() % 1000) * 1000000
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};
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// Create default createdBy if not present
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const defaultCreatedBy = {
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augmentation: 'unknown',
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version: '1.0'
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};
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return {
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id: hnswVerb.id,
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vector: hnswVerb.vector,
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sourceId: metadata.sourceId,
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targetId: metadata.targetId,
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source: metadata.source,
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target: metadata.target,
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verb: metadata.verb,
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type: metadata.type,
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weight: metadata.weight || 1.0,
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metadata: metadata.metadata || {},
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createdAt: metadata.createdAt || defaultTimestamp,
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updatedAt: metadata.updatedAt || defaultTimestamp,
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createdBy: metadata.createdBy || defaultCreatedBy,
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data: metadata.data,
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embedding: hnswVerb.vector
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};
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}
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catch (error) {
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console.error(`Failed to convert HNSWVerb to GraphVerb for ${hnswVerb.id}:`, error);
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return null;
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}
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}
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/**
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* Internal method for loading all verbs - used by performance optimizations
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* @internal - Do not use directly, use getVerbs() with pagination instead
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*/
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async _loadAllVerbsForOptimization() {
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await this.ensureInitialized();
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// Only use this for internal optimizations when safe
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const result = await this.getVerbs({
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pagination: { limit: Number.MAX_SAFE_INTEGER }
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});
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// Convert GraphVerbs back to HNSWVerbs for internal use
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const hnswVerbs = [];
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for (const graphVerb of result.items) {
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const hnswVerb = {
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id: graphVerb.id,
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vector: graphVerb.vector,
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connections: new Map()
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};
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hnswVerbs.push(hnswVerb);
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}
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return hnswVerbs;
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}
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/**
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* Get verbs by source
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||||
*/
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async getVerbsBySource(sourceId) {
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await this.ensureInitialized();
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// Use the paginated getVerbs method with source filter
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const result = await this.getVerbs({
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filter: { sourceId }
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});
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return result.items;
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}
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/**
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* Get verbs by target
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*/
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async getVerbsByTarget(targetId) {
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await this.ensureInitialized();
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// Use the paginated getVerbs method with target filter
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const result = await this.getVerbs({
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filter: { targetId }
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});
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return result.items;
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}
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/**
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* Get verbs by type
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*/
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async getVerbsByType(type) {
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await this.ensureInitialized();
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// Use the paginated getVerbs method with type filter
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const result = await this.getVerbs({
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filter: { verbType: type }
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});
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return result.items;
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}
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||||
/**
|
||||
* Internal method for loading all nouns - used by performance optimizations
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||||
* @internal - Do not use directly, use getNouns() with pagination instead
|
||||
*/
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||||
async _loadAllNounsForOptimization() {
|
||||
await this.ensureInitialized();
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// Only use this for internal optimizations when safe
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||||
const result = await this.getNouns({
|
||||
pagination: { limit: Number.MAX_SAFE_INTEGER }
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});
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return result.items;
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||||
}
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/**
|
||||
* Get nouns with pagination and filtering
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* @param options Pagination and filtering options
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||||
* @returns Promise that resolves to a paginated result of nouns
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||||
*/
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async getNouns(options) {
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await this.ensureInitialized();
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// Set default pagination values
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||||
const pagination = options?.pagination || {};
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||||
const limit = pagination.limit || 100;
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const offset = pagination.offset || 0;
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const cursor = pagination.cursor;
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// Optimize for common filter cases to avoid loading all nouns
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if (options?.filter) {
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// If filtering by nounType only, use the optimized method
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if (options.filter.nounType &&
|
||||
!options.filter.service &&
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!options.filter.metadata) {
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const nounType = Array.isArray(options.filter.nounType)
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? options.filter.nounType[0]
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: options.filter.nounType;
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// Get nouns by type directly
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const nounsByType = await this.getNounsByNounType_internal(nounType);
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// Apply pagination
|
||||
const paginatedNouns = nounsByType.slice(offset, offset + limit);
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||||
const hasMore = offset + limit < nounsByType.length;
|
||||
// Set next cursor if there are more items
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||||
let nextCursor = undefined;
|
||||
if (hasMore && paginatedNouns.length > 0) {
|
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const lastItem = paginatedNouns[paginatedNouns.length - 1];
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nextCursor = lastItem.id;
|
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}
|
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return {
|
||||
items: paginatedNouns,
|
||||
totalCount: nounsByType.length,
|
||||
hasMore,
|
||||
nextCursor
|
||||
};
|
||||
}
|
||||
}
|
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// For more complex filtering or no filtering, use a paginated approach
|
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// that avoids loading all nouns into memory at once
|
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try {
|
||||
// First, try to get a count of total nouns (if the adapter supports it)
|
||||
let totalCount = undefined;
|
||||
try {
|
||||
// This is an optional method that adapters may implement
|
||||
if (typeof this.countNouns === 'function') {
|
||||
totalCount = await this.countNouns(options?.filter);
|
||||
}
|
||||
}
|
||||
catch (countError) {
|
||||
// Ignore errors from count method, it's optional
|
||||
console.warn('Error getting noun count:', countError);
|
||||
}
|
||||
// Check if the adapter has a paginated method for getting nouns
|
||||
if (typeof this.getNounsWithPagination === 'function') {
|
||||
// Use the adapter's paginated method
|
||||
const result = await this.getNounsWithPagination({
|
||||
limit,
|
||||
cursor,
|
||||
filter: options?.filter
|
||||
});
|
||||
// Apply offset if needed (some adapters might not support offset)
|
||||
const items = result.items.slice(offset);
|
||||
return {
|
||||
items,
|
||||
totalCount: result.totalCount || totalCount,
|
||||
hasMore: result.hasMore,
|
||||
nextCursor: result.nextCursor
|
||||
};
|
||||
}
|
||||
// Storage adapter does not support pagination
|
||||
console.error('Storage adapter does not support pagination. The deprecated getAllNouns_internal() method has been removed. Please implement getNounsWithPagination() in your storage adapter.');
|
||||
return {
|
||||
items: [],
|
||||
totalCount: 0,
|
||||
hasMore: false
|
||||
};
|
||||
}
|
||||
catch (error) {
|
||||
console.error('Error getting nouns with pagination:', error);
|
||||
return {
|
||||
items: [],
|
||||
totalCount: 0,
|
||||
hasMore: false
|
||||
};
|
||||
}
|
||||
}
|
||||
/**
|
||||
* Get verbs with pagination and filtering
|
||||
* @param options Pagination and filtering options
|
||||
* @returns Promise that resolves to a paginated result of verbs
|
||||
*/
|
||||
async getVerbs(options) {
|
||||
await this.ensureInitialized();
|
||||
// Set default pagination values
|
||||
const pagination = options?.pagination || {};
|
||||
const limit = pagination.limit || 100;
|
||||
const offset = pagination.offset || 0;
|
||||
const cursor = pagination.cursor;
|
||||
// Optimize for common filter cases to avoid loading all verbs
|
||||
if (options?.filter) {
|
||||
// If filtering by sourceId only, use the optimized method
|
||||
if (options.filter.sourceId &&
|
||||
!options.filter.verbType &&
|
||||
!options.filter.targetId &&
|
||||
!options.filter.service &&
|
||||
!options.filter.metadata) {
|
||||
const sourceId = Array.isArray(options.filter.sourceId)
|
||||
? options.filter.sourceId[0]
|
||||
: options.filter.sourceId;
|
||||
// Get verbs by source directly
|
||||
const verbsBySource = await this.getVerbsBySource_internal(sourceId);
|
||||
// Apply pagination
|
||||
const paginatedVerbs = verbsBySource.slice(offset, offset + limit);
|
||||
const hasMore = offset + limit < verbsBySource.length;
|
||||
// Set next cursor if there are more items
|
||||
let nextCursor = undefined;
|
||||
if (hasMore && paginatedVerbs.length > 0) {
|
||||
const lastItem = paginatedVerbs[paginatedVerbs.length - 1];
|
||||
nextCursor = lastItem.id;
|
||||
}
|
||||
return {
|
||||
items: paginatedVerbs,
|
||||
totalCount: verbsBySource.length,
|
||||
hasMore,
|
||||
nextCursor
|
||||
};
|
||||
}
|
||||
// If filtering by targetId only, use the optimized method
|
||||
if (options.filter.targetId &&
|
||||
!options.filter.verbType &&
|
||||
!options.filter.sourceId &&
|
||||
!options.filter.service &&
|
||||
!options.filter.metadata) {
|
||||
const targetId = Array.isArray(options.filter.targetId)
|
||||
? options.filter.targetId[0]
|
||||
: options.filter.targetId;
|
||||
// Get verbs by target directly
|
||||
const verbsByTarget = await this.getVerbsByTarget_internal(targetId);
|
||||
// Apply pagination
|
||||
const paginatedVerbs = verbsByTarget.slice(offset, offset + limit);
|
||||
const hasMore = offset + limit < verbsByTarget.length;
|
||||
// Set next cursor if there are more items
|
||||
let nextCursor = undefined;
|
||||
if (hasMore && paginatedVerbs.length > 0) {
|
||||
const lastItem = paginatedVerbs[paginatedVerbs.length - 1];
|
||||
nextCursor = lastItem.id;
|
||||
}
|
||||
return {
|
||||
items: paginatedVerbs,
|
||||
totalCount: verbsByTarget.length,
|
||||
hasMore,
|
||||
nextCursor
|
||||
};
|
||||
}
|
||||
// If filtering by verbType only, use the optimized method
|
||||
if (options.filter.verbType &&
|
||||
!options.filter.sourceId &&
|
||||
!options.filter.targetId &&
|
||||
!options.filter.service &&
|
||||
!options.filter.metadata) {
|
||||
const verbType = Array.isArray(options.filter.verbType)
|
||||
? options.filter.verbType[0]
|
||||
: options.filter.verbType;
|
||||
// Get verbs by type directly
|
||||
const verbsByType = await this.getVerbsByType_internal(verbType);
|
||||
// Apply pagination
|
||||
const paginatedVerbs = verbsByType.slice(offset, offset + limit);
|
||||
const hasMore = offset + limit < verbsByType.length;
|
||||
// Set next cursor if there are more items
|
||||
let nextCursor = undefined;
|
||||
if (hasMore && paginatedVerbs.length > 0) {
|
||||
const lastItem = paginatedVerbs[paginatedVerbs.length - 1];
|
||||
nextCursor = lastItem.id;
|
||||
}
|
||||
return {
|
||||
items: paginatedVerbs,
|
||||
totalCount: verbsByType.length,
|
||||
hasMore,
|
||||
nextCursor
|
||||
};
|
||||
}
|
||||
}
|
||||
// For more complex filtering or no filtering, use a paginated approach
|
||||
// that avoids loading all verbs into memory at once
|
||||
try {
|
||||
// First, try to get a count of total verbs (if the adapter supports it)
|
||||
let totalCount = undefined;
|
||||
try {
|
||||
// This is an optional method that adapters may implement
|
||||
if (typeof this.countVerbs === 'function') {
|
||||
totalCount = await this.countVerbs(options?.filter);
|
||||
}
|
||||
}
|
||||
catch (countError) {
|
||||
// Ignore errors from count method, it's optional
|
||||
console.warn('Error getting verb count:', countError);
|
||||
}
|
||||
// Check if the adapter has a paginated method for getting verbs
|
||||
if (typeof this.getVerbsWithPagination === 'function') {
|
||||
// Use the adapter's paginated method
|
||||
const result = await this.getVerbsWithPagination({
|
||||
limit,
|
||||
cursor,
|
||||
filter: options?.filter
|
||||
});
|
||||
// Apply offset if needed (some adapters might not support offset)
|
||||
const items = result.items.slice(offset);
|
||||
return {
|
||||
items,
|
||||
totalCount: result.totalCount || totalCount,
|
||||
hasMore: result.hasMore,
|
||||
nextCursor: result.nextCursor
|
||||
};
|
||||
}
|
||||
// Storage adapter does not support pagination
|
||||
console.error('Storage adapter does not support pagination. The deprecated getAllVerbs_internal() method has been removed. Please implement getVerbsWithPagination() in your storage adapter.');
|
||||
return {
|
||||
items: [],
|
||||
totalCount: 0,
|
||||
hasMore: false
|
||||
};
|
||||
}
|
||||
catch (error) {
|
||||
console.error('Error getting verbs with pagination:', error);
|
||||
return {
|
||||
items: [],
|
||||
totalCount: 0,
|
||||
hasMore: false
|
||||
};
|
||||
}
|
||||
}
|
||||
/**
|
||||
* Delete a verb from storage
|
||||
*/
|
||||
async deleteVerb(id) {
|
||||
await this.ensureInitialized();
|
||||
return this.deleteVerb_internal(id);
|
||||
}
|
||||
/**
|
||||
* Helper method to convert a Map to a plain object for serialization
|
||||
*/
|
||||
mapToObject(map, valueTransformer = (v) => v) {
|
||||
const obj = {};
|
||||
for (const [key, value] of map.entries()) {
|
||||
obj[key.toString()] = valueTransformer(value);
|
||||
}
|
||||
return obj;
|
||||
}
|
||||
/**
|
||||
* Save statistics data to storage (public interface)
|
||||
* @param statistics The statistics data to save
|
||||
*/
|
||||
async saveStatistics(statistics) {
|
||||
return this.saveStatisticsData(statistics);
|
||||
}
|
||||
/**
|
||||
* Get statistics data from storage (public interface)
|
||||
* @returns Promise that resolves to the statistics data or null if not found
|
||||
*/
|
||||
async getStatistics() {
|
||||
return this.getStatisticsData();
|
||||
}
|
||||
}
|
||||
//# sourceMappingURL=baseStorage.js.map
|
||||
Loading…
Add table
Add a link
Reference in a new issue