681 lines
18 KiB
TypeScript
681 lines
18 KiB
TypeScript
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/**
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* OPFS (Origin Private File System) Storage Adapter
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* Provides persistent storage for the vector database using the Origin Private File System API
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*/
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import { Edge, HNSWNode, StorageAdapter } from '../coreTypes.js'
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// Directory and file names
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const ROOT_DIR = 'opfs-vector-db'
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const NODES_DIR = 'nodes'
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const EDGES_DIR = 'edges'
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const METADATA_DIR = 'metadata'
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const DB_INFO_FILE = 'db-info.json'
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export class OPFSStorage implements StorageAdapter {
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private rootDir: FileSystemDirectoryHandle | null = null
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private nodesDir: FileSystemDirectoryHandle | null = null
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private edgesDir: FileSystemDirectoryHandle | null = null
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private metadataDir: FileSystemDirectoryHandle | null = null
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private isInitialized = false
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private isAvailable = false
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constructor() {
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// Check if OPFS is available
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this.isAvailable =
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typeof navigator !== 'undefined' &&
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'storage' in navigator &&
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'getDirectory' in navigator.storage
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}
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/**
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* Initialize the storage adapter
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*/
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public async init(): Promise<void> {
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if (this.isInitialized) {
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return
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}
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if (!this.isAvailable) {
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throw new Error(
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'Origin Private File System is not available in this environment'
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)
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}
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try {
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// Get the root directory
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const root = await navigator.storage.getDirectory()
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// Create or get our app's root directory
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this.rootDir = await root.getDirectoryHandle(ROOT_DIR, { create: true })
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// Create or get nodes directory
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this.nodesDir = await this.rootDir.getDirectoryHandle(NODES_DIR, {
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create: true
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})
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// Create or get edges directory
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this.edgesDir = await this.rootDir.getDirectoryHandle(EDGES_DIR, {
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create: true
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})
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// Create or get metadata directory
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this.metadataDir = await this.rootDir.getDirectoryHandle(METADATA_DIR, {
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create: true
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})
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this.isInitialized = true
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} catch (error) {
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console.error('Failed to initialize OPFS storage:', error)
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throw new Error(`Failed to initialize OPFS storage: ${error}`)
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}
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}
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/**
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* Check if OPFS is available in the current environment
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*/
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public isOPFSAvailable(): boolean {
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return this.isAvailable
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}
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/**
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* Save a node to storage
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*/
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public async saveNode(node: HNSWNode): Promise<void> {
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await this.ensureInitialized()
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try {
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// Convert connections Map to a serializable format
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const serializableNode = {
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...node,
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connections: this.mapToObject(node.connections, (set) =>
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Array.from(set)
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)
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}
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// Create or get the file for this node
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const fileHandle = await this.nodesDir!.getFileHandle(node.id, {
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create: true
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})
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// Write the node data to the file
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const writable = await fileHandle.createWritable()
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await writable.write(JSON.stringify(serializableNode))
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await writable.close()
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} catch (error) {
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console.error(`Failed to save node ${node.id}:`, error)
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throw new Error(`Failed to save node ${node.id}: ${error}`)
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}
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}
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/**
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* Get a node from storage
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*/
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public async getNode(id: string): Promise<HNSWNode | null> {
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await this.ensureInitialized()
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try {
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// Get the file handle for this node
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const fileHandle = await this.nodesDir!.getFileHandle(id)
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// Read the node data from the file
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const file = await fileHandle.getFile()
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const text = await file.text()
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const data = JSON.parse(text)
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// Convert serialized connections back to Map<number, Set<string>>
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const connections = new Map<number, Set<string>>()
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for (const [level, nodeIds] of Object.entries(data.connections)) {
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connections.set(Number(level), new Set(nodeIds as string[]))
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}
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return {
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id: data.id,
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vector: data.vector,
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connections
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}
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} catch (error) {
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// If the file doesn't exist, return null
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if ((error as any).name === 'NotFoundError') {
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return null
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}
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console.error(`Failed to get node ${id}:`, error)
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throw new Error(`Failed to get node ${id}: ${error}`)
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}
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}
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/**
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* Get all nodes from storage
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*/
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public async getAllNodes(): Promise<HNSWNode[]> {
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await this.ensureInitialized()
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try {
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const nodes: HNSWNode[] = []
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// Get all keys (filenames) in the nodes directory
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// @ts-ignore - TypeScript doesn't recognize FileSystemDirectoryHandle.keys() properly
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const keys = this.nodesDir!.keys()
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// Iterate through all keys and get the corresponding nodes
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for await (const name of keys) {
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const node = await this.getNode(name)
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if (node) {
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nodes.push(node)
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}
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}
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return nodes
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} catch (error) {
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console.error('Failed to get all nodes:', error)
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throw new Error(`Failed to get all nodes: ${error}`)
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}
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}
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/**
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* Delete a node from storage
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*/
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public async deleteNode(id: string): Promise<void> {
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await this.ensureInitialized()
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try {
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await this.nodesDir!.removeEntry(id)
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} catch (error) {
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// Ignore if the file doesn't exist
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if ((error as any).name !== 'NotFoundError') {
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console.error(`Failed to delete node ${id}:`, error)
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throw new Error(`Failed to delete node ${id}: ${error}`)
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}
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}
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}
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/**
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* Save an edge to storage
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*/
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public async saveEdge(edge: Edge): Promise<void> {
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await this.ensureInitialized()
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try {
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// Convert connections Map to a serializable format
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const serializableEdge = {
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...edge,
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connections: this.mapToObject(edge.connections, (set) =>
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Array.from(set)
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)
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}
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// Create or get the file for this edge
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const fileHandle = await this.edgesDir!.getFileHandle(edge.id, {
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create: true
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})
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// Write the edge data to the file
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const writable = await fileHandle.createWritable()
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await writable.write(JSON.stringify(serializableEdge))
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await writable.close()
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} catch (error) {
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console.error(`Failed to save edge ${edge.id}:`, error)
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throw new Error(`Failed to save edge ${edge.id}: ${error}`)
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}
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}
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/**
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* Get an edge from storage
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*/
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public async getEdge(id: string): Promise<Edge | null> {
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await this.ensureInitialized()
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try {
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// Get the file handle for this edge
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const fileHandle = await this.edgesDir!.getFileHandle(id)
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// Read the edge data from the file
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const file = await fileHandle.getFile()
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const text = await file.text()
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const data = JSON.parse(text)
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// Convert serialized connections back to Map<number, Set<string>>
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const connections = new Map<number, Set<string>>()
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for (const [level, nodeIds] of Object.entries(data.connections)) {
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connections.set(Number(level), new Set(nodeIds as string[]))
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}
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return {
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id: data.id,
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vector: data.vector,
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connections,
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sourceId: data.sourceId,
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targetId: data.targetId,
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type: data.type,
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weight: data.weight,
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metadata: data.metadata
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}
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} catch (error) {
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// If the file doesn't exist, return null
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if ((error as any).name === 'NotFoundError') {
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return null
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}
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console.error(`Failed to get edge ${id}:`, error)
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throw new Error(`Failed to get edge ${id}: ${error}`)
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}
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}
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/**
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* Get all edges from storage
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*/
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public async getAllEdges(): Promise<Edge[]> {
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await this.ensureInitialized()
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try {
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const edges: Edge[] = []
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// Get all keys (filenames) in the edges directory
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// @ts-ignore - TypeScript doesn't recognize FileSystemDirectoryHandle.keys() properly
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const keys = this.edgesDir!.keys()
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// Iterate through all keys and get the corresponding edges
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for await (const name of keys) {
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const edge = await this.getEdge(name)
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if (edge) {
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edges.push(edge)
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}
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}
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return edges
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} catch (error) {
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console.error('Failed to get all edges:', error)
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throw new Error(`Failed to get all edges: ${error}`)
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}
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}
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/**
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* Delete an edge from storage
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*/
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public async deleteEdge(id: string): Promise<void> {
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await this.ensureInitialized()
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try {
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await this.edgesDir!.removeEntry(id)
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} catch (error) {
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// Ignore if the file doesn't exist
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if ((error as any).name !== 'NotFoundError') {
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console.error(`Failed to delete edge ${id}:`, error)
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throw new Error(`Failed to delete edge ${id}: ${error}`)
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}
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}
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}
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/**
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* Get edges by source node ID
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*/
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public async getEdgesBySource(sourceId: string): Promise<Edge[]> {
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await this.ensureInitialized()
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try {
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const allEdges = await this.getAllEdges()
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return allEdges.filter(edge => edge.sourceId === sourceId)
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} catch (error) {
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console.error(`Failed to get edges by source ${sourceId}:`, error)
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throw new Error(`Failed to get edges by source ${sourceId}: ${error}`)
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}
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}
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/**
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* Get edges by target node ID
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*/
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public async getEdgesByTarget(targetId: string): Promise<Edge[]> {
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await this.ensureInitialized()
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try {
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const allEdges = await this.getAllEdges()
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return allEdges.filter(edge => edge.targetId === targetId)
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} catch (error) {
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console.error(`Failed to get edges by target ${targetId}:`, error)
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throw new Error(`Failed to get edges by target ${targetId}: ${error}`)
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}
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}
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/**
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* Get edges by type
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*/
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public async getEdgesByType(type: string): Promise<Edge[]> {
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await this.ensureInitialized()
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try {
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const allEdges = await this.getAllEdges()
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return allEdges.filter(edge => edge.type === type)
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} catch (error) {
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console.error(`Failed to get edges by type ${type}:`, error)
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throw new Error(`Failed to get edges by type ${type}: ${error}`)
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}
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}
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/**
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* Save metadata for a node
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*/
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public async saveMetadata(id: string, metadata: any): Promise<void> {
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await this.ensureInitialized()
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try {
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// Create or get the file for this metadata
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const fileHandle = await this.metadataDir!.getFileHandle(id, {
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create: true
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})
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// Write the metadata to the file
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const writable = await fileHandle.createWritable()
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await writable.write(JSON.stringify(metadata))
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await writable.close()
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} catch (error) {
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console.error(`Failed to save metadata for ${id}:`, error)
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throw new Error(`Failed to save metadata for ${id}: ${error}`)
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}
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}
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/**
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* Get metadata for a node
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*/
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public async getMetadata(id: string): Promise<any | null> {
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await this.ensureInitialized()
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try {
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// Get the file handle for this metadata
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const fileHandle = await this.metadataDir!.getFileHandle(id)
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// Read the metadata from the file
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const file = await fileHandle.getFile()
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const text = await file.text()
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return JSON.parse(text)
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} catch (error) {
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// If the file doesn't exist, return null
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if ((error as any).name === 'NotFoundError') {
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return null
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}
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console.error(`Failed to get metadata for ${id}:`, error)
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throw new Error(`Failed to get metadata for ${id}: ${error}`)
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}
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}
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/**
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* Clear all data from storage
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*/
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public async clear(): Promise<void> {
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await this.ensureInitialized()
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try {
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|
|
// Delete and recreate the nodes directory
|
||
|
|
await this.rootDir!.removeEntry(NODES_DIR, { recursive: true })
|
||
|
|
this.nodesDir = await this.rootDir!.getDirectoryHandle(NODES_DIR, {
|
||
|
|
create: true
|
||
|
|
})
|
||
|
|
|
||
|
|
// Delete and recreate the edges directory
|
||
|
|
await this.rootDir!.removeEntry(EDGES_DIR, { recursive: true })
|
||
|
|
this.edgesDir = await this.rootDir!.getDirectoryHandle(EDGES_DIR, {
|
||
|
|
create: true
|
||
|
|
})
|
||
|
|
|
||
|
|
// Delete and recreate the metadata directory
|
||
|
|
await this.rootDir!.removeEntry(METADATA_DIR, { recursive: true })
|
||
|
|
this.metadataDir = await this.rootDir!.getDirectoryHandle(METADATA_DIR, {
|
||
|
|
create: true
|
||
|
|
})
|
||
|
|
} catch (error) {
|
||
|
|
console.error('Failed to clear storage:', error)
|
||
|
|
throw new Error(`Failed to clear storage: ${error}`)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
/**
|
||
|
|
* Ensure the storage adapter is initialized
|
||
|
|
*/
|
||
|
|
private async ensureInitialized(): Promise<void> {
|
||
|
|
if (!this.isInitialized) {
|
||
|
|
await this.init()
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
/**
|
||
|
|
* Convert a Map to a plain object for serialization
|
||
|
|
*/
|
||
|
|
private mapToObject<K extends string | number, V>(
|
||
|
|
map: Map<K, V>,
|
||
|
|
valueTransformer: (value: V) => any = (v) => v
|
||
|
|
): Record<string, any> {
|
||
|
|
const obj: Record<string, any> = {}
|
||
|
|
for (const [key, value] of map.entries()) {
|
||
|
|
obj[key.toString()] = valueTransformer(value)
|
||
|
|
}
|
||
|
|
return obj
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
/**
|
||
|
|
* In-memory storage adapter for environments where OPFS is not available
|
||
|
|
*/
|
||
|
|
export class MemoryStorage implements StorageAdapter {
|
||
|
|
private nodes: Map<string, HNSWNode> = new Map()
|
||
|
|
private edges: Map<string, Edge> = new Map()
|
||
|
|
private metadata: Map<string, any> = new Map()
|
||
|
|
|
||
|
|
public async init(): Promise<void> {
|
||
|
|
// Nothing to initialize for in-memory storage
|
||
|
|
}
|
||
|
|
|
||
|
|
public async saveNode(node: HNSWNode): Promise<void> {
|
||
|
|
// Create a deep copy to avoid reference issues
|
||
|
|
const nodeCopy: HNSWNode = {
|
||
|
|
id: node.id,
|
||
|
|
vector: [...node.vector],
|
||
|
|
connections: new Map()
|
||
|
|
}
|
||
|
|
|
||
|
|
// Copy connections
|
||
|
|
for (const [level, connections] of node.connections.entries()) {
|
||
|
|
nodeCopy.connections.set(level, new Set(connections))
|
||
|
|
}
|
||
|
|
|
||
|
|
this.nodes.set(node.id, nodeCopy)
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getNode(id: string): Promise<HNSWNode | null> {
|
||
|
|
const node = this.nodes.get(id)
|
||
|
|
if (!node) {
|
||
|
|
return null
|
||
|
|
}
|
||
|
|
|
||
|
|
// Return a deep copy to avoid reference issues
|
||
|
|
const nodeCopy: HNSWNode = {
|
||
|
|
id: node.id,
|
||
|
|
vector: [...node.vector],
|
||
|
|
connections: new Map()
|
||
|
|
}
|
||
|
|
|
||
|
|
// Copy connections
|
||
|
|
for (const [level, connections] of node.connections.entries()) {
|
||
|
|
nodeCopy.connections.set(level, new Set(connections))
|
||
|
|
}
|
||
|
|
|
||
|
|
return nodeCopy
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getAllNodes(): Promise<HNSWNode[]> {
|
||
|
|
const nodes: HNSWNode[] = []
|
||
|
|
|
||
|
|
for (const nodeId of this.nodes.keys()) {
|
||
|
|
const node = await this.getNode(nodeId)
|
||
|
|
if (node) {
|
||
|
|
nodes.push(node)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return nodes
|
||
|
|
}
|
||
|
|
|
||
|
|
public async deleteNode(id: string): Promise<void> {
|
||
|
|
this.nodes.delete(id)
|
||
|
|
}
|
||
|
|
|
||
|
|
public async saveMetadata(id: string, metadata: any): Promise<void> {
|
||
|
|
this.metadata.set(id, JSON.parse(JSON.stringify(metadata)))
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getMetadata(id: string): Promise<any | null> {
|
||
|
|
const metadata = this.metadata.get(id)
|
||
|
|
if (!metadata) {
|
||
|
|
return null
|
||
|
|
}
|
||
|
|
|
||
|
|
return JSON.parse(JSON.stringify(metadata))
|
||
|
|
}
|
||
|
|
|
||
|
|
public async saveEdge(edge: Edge): Promise<void> {
|
||
|
|
// Create a deep copy to avoid reference issues
|
||
|
|
const edgeCopy: Edge = {
|
||
|
|
id: edge.id,
|
||
|
|
vector: [...edge.vector],
|
||
|
|
connections: new Map(),
|
||
|
|
sourceId: edge.sourceId,
|
||
|
|
targetId: edge.targetId,
|
||
|
|
type: edge.type,
|
||
|
|
weight: edge.weight,
|
||
|
|
metadata: edge.metadata ? JSON.parse(JSON.stringify(edge.metadata)) : undefined
|
||
|
|
}
|
||
|
|
|
||
|
|
// Copy connections
|
||
|
|
for (const [level, connections] of edge.connections.entries()) {
|
||
|
|
edgeCopy.connections.set(level, new Set(connections))
|
||
|
|
}
|
||
|
|
|
||
|
|
this.edges.set(edge.id, edgeCopy)
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getEdge(id: string): Promise<Edge | null> {
|
||
|
|
const edge = this.edges.get(id)
|
||
|
|
if (!edge) {
|
||
|
|
return null
|
||
|
|
}
|
||
|
|
|
||
|
|
// Return a deep copy to avoid reference issues
|
||
|
|
const edgeCopy: Edge = {
|
||
|
|
id: edge.id,
|
||
|
|
vector: [...edge.vector],
|
||
|
|
connections: new Map(),
|
||
|
|
sourceId: edge.sourceId,
|
||
|
|
targetId: edge.targetId,
|
||
|
|
type: edge.type,
|
||
|
|
weight: edge.weight,
|
||
|
|
metadata: edge.metadata ? JSON.parse(JSON.stringify(edge.metadata)) : undefined
|
||
|
|
}
|
||
|
|
|
||
|
|
// Copy connections
|
||
|
|
for (const [level, connections] of edge.connections.entries()) {
|
||
|
|
edgeCopy.connections.set(level, new Set(connections))
|
||
|
|
}
|
||
|
|
|
||
|
|
return edgeCopy
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getAllEdges(): Promise<Edge[]> {
|
||
|
|
const edges: Edge[] = []
|
||
|
|
|
||
|
|
for (const edgeId of this.edges.keys()) {
|
||
|
|
const edge = await this.getEdge(edgeId)
|
||
|
|
if (edge) {
|
||
|
|
edges.push(edge)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return edges
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getEdgesBySource(sourceId: string): Promise<Edge[]> {
|
||
|
|
const edges: Edge[] = []
|
||
|
|
|
||
|
|
for (const edge of this.edges.values()) {
|
||
|
|
if (edge.sourceId === sourceId) {
|
||
|
|
const edgeCopy = await this.getEdge(edge.id)
|
||
|
|
if (edgeCopy) {
|
||
|
|
edges.push(edgeCopy)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return edges
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getEdgesByTarget(targetId: string): Promise<Edge[]> {
|
||
|
|
const edges: Edge[] = []
|
||
|
|
|
||
|
|
for (const edge of this.edges.values()) {
|
||
|
|
if (edge.targetId === targetId) {
|
||
|
|
const edgeCopy = await this.getEdge(edge.id)
|
||
|
|
if (edgeCopy) {
|
||
|
|
edges.push(edgeCopy)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return edges
|
||
|
|
}
|
||
|
|
|
||
|
|
public async getEdgesByType(type: string): Promise<Edge[]> {
|
||
|
|
const edges: Edge[] = []
|
||
|
|
|
||
|
|
for (const edge of this.edges.values()) {
|
||
|
|
if (edge.type === type) {
|
||
|
|
const edgeCopy = await this.getEdge(edge.id)
|
||
|
|
if (edgeCopy) {
|
||
|
|
edges.push(edgeCopy)
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return edges
|
||
|
|
}
|
||
|
|
|
||
|
|
public async deleteEdge(id: string): Promise<void> {
|
||
|
|
this.edges.delete(id)
|
||
|
|
}
|
||
|
|
|
||
|
|
public async clear(): Promise<void> {
|
||
|
|
this.nodes.clear()
|
||
|
|
this.edges.clear()
|
||
|
|
this.metadata.clear()
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
/**
|
||
|
|
* Factory function to create the appropriate storage adapter based on the environment
|
||
|
|
*/
|
||
|
|
export async function createStorage(): Promise<StorageAdapter> {
|
||
|
|
// Check if we're in a Node.js environment
|
||
|
|
const isNode = typeof process !== 'undefined' &&
|
||
|
|
process.versions != null &&
|
||
|
|
process.versions.node != null
|
||
|
|
|
||
|
|
if (isNode) {
|
||
|
|
// In Node.js, use FileSystemStorage
|
||
|
|
try {
|
||
|
|
const fileSystemModule = await import('./fileSystemStorage.js')
|
||
|
|
return new fileSystemModule.FileSystemStorage()
|
||
|
|
} catch (error) {
|
||
|
|
console.warn('Failed to load FileSystemStorage, falling back to in-memory storage:', error)
|
||
|
|
return new MemoryStorage()
|
||
|
|
}
|
||
|
|
} else {
|
||
|
|
// In browser, try OPFS first
|
||
|
|
const opfsStorage = new OPFSStorage()
|
||
|
|
|
||
|
|
if (opfsStorage.isOPFSAvailable()) {
|
||
|
|
return opfsStorage
|
||
|
|
} else {
|
||
|
|
console.warn('OPFS is not available, falling back to in-memory storage')
|
||
|
|
return new MemoryStorage()
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|