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https://github.com/lancedb/lancedb.git
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BREAKING CHANGE: Check if remote table exists when opening (with caching) (#1214)
- make open table behaviour consistent: - remote tables will check if the table exists by calling /describe and throwing an error if the call doesn't succeed - this is similar to the behaviour for local tables where we will raise an exception when opening the table if the local dataset doesn't exist - The table names are cached in the client with a TTL - Also fixes a small bug where if the remote error response was deserialized from JSON as an object, we'd print it resulting in the unhelpful error message: `Error: Server Error, status: 404, message: Not Found: [object Object]`
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@@ -111,7 +111,11 @@ async function decodeErrorData(
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if (responseType === 'arraybuffer') {
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return new TextDecoder().decode(errorData)
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} else {
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return errorData
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if (typeof errorData === 'object') {
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return JSON.stringify(errorData)
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}
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return errorData
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}
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}
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@@ -38,7 +38,7 @@ import {
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fromRecordsToStreamBuffer,
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fromTableToStreamBuffer
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} from '../arrow'
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import { toSQL } from '../util'
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import { toSQL, TTLCache } from '../util'
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import { type HttpMiddleware } from '../middleware'
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/**
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@@ -47,6 +47,7 @@ import { type HttpMiddleware } from '../middleware'
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export class RemoteConnection implements Connection {
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private _client: HttpLancedbClient
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private readonly _dbName: string
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private readonly _tableCache = new TTLCache(300_000)
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constructor (opts: ConnectionOptions) {
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if (!opts.uri.startsWith('db://')) {
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@@ -89,6 +90,9 @@ export class RemoteConnection implements Connection {
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page_token: pageToken
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})
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const body = await response.body()
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for (const table of body.tables) {
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this._tableCache.set(table, true)
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}
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return body.tables
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}
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@@ -101,6 +105,12 @@ export class RemoteConnection implements Connection {
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name: string,
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embeddings?: EmbeddingFunction<T>
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): Promise<Table<T>> {
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// check if the table exists
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if (this._tableCache.get(name) === undefined) {
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await this._client.post(`/v1/table/${encodeURIComponent(name)}/describe/`)
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this._tableCache.set(name, true)
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}
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if (embeddings !== undefined) {
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return new RemoteTable(this._client, name, embeddings)
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} else {
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@@ -169,6 +179,7 @@ export class RemoteConnection implements Connection {
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)
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}
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this._tableCache.set(tableName, true)
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if (embeddings === undefined) {
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return new RemoteTable(this._client, tableName)
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} else {
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@@ -178,6 +189,7 @@ export class RemoteConnection implements Connection {
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async dropTable (name: string): Promise<void> {
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await this._client.post(`/v1/table/${encodeURIComponent(name)}/drop/`)
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this._tableCache.delete(name)
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}
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withMiddleware (middleware: HttpMiddleware): Connection {
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@@ -42,6 +42,7 @@ import {
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Float16,
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Int64
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} from 'apache-arrow'
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import type { RemoteRequest, RemoteResponse } from '../middleware'
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const expect = chai.expect
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const assert = chai.assert
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@@ -913,7 +914,22 @@ describe('Remote LanceDB client', function () {
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}
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// Search
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const table = await con.openTable('vectors')
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const table = await con.withMiddleware(new (class {
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async onRemoteRequest(req: RemoteRequest, next: (req: RemoteRequest) => Promise<RemoteResponse>) {
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// intercept call to check if the table exists and make the call succeed
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if (req.uri.endsWith('/describe/')) {
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return {
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status: 200,
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statusText: 'OK',
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headers: new Map(),
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body: async () => ({})
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}
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}
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return await next(req)
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}
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})()).openTable('vectors')
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try {
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await table.search([0.1, 0.3]).execute()
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} catch (err) {
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@@ -42,3 +42,36 @@ export function toSQL (value: Literal): string {
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// eslint-disable-next-line @typescript-eslint/restrict-template-expressions
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throw new Error(`Unsupported value type: ${typeof value} value: (${value})`)
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}
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export class TTLCache {
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private readonly cache: Map<string, { value: any, expires: number }>
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/**
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* @param ttl Time to live in milliseconds
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*/
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constructor (private readonly ttl: number) {
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this.cache = new Map()
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}
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get (key: string): any | undefined {
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const entry = this.cache.get(key)
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if (entry === undefined) {
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return undefined
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}
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if (entry.expires < Date.now()) {
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this.cache.delete(key)
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return undefined
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}
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return entry.value
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}
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set (key: string, value: any): void {
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this.cache.set(key, { value, expires: Date.now() + this.ttl })
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}
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delete (key: string): void {
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this.cache.delete(key)
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}
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}
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