implement mirroring object store (#537)

This PR implements a mirroring object store and allows and table to be
mirrored to a local path when param `mirroredStore` is set in the url
This commit is contained in:
Rob Meng
2023-10-04 21:23:34 -04:00
committed by GitHub
parent c58da8fc8a
commit 1db66c6980
10 changed files with 710 additions and 25 deletions

View File

@@ -18,6 +18,9 @@ import * as chaiAsPromised from 'chai-as-promised'
import { v4 as uuidv4 } from 'uuid'
import * as lancedb from '../index'
import { tmpdir } from 'os'
import * as fs from 'fs'
import * as path from 'path'
const assert = chai.assert
chai.use(chaiAsPromised)
@@ -41,3 +44,130 @@ describe('LanceDB AWS Integration test', function () {
assert.equal(await table.countRows(), 6)
})
})
describe('LanceDB Mirrored Store Integration test', function () {
it('s3://...?mirroredStore=... param is processed correctly', async function () {
this.timeout(600000)
const dir = tmpdir()
console.log(dir)
const conn = await lancedb.connect(`s3://lancedb-integtest?mirroredStore=${dir}`)
const data = Array(200).fill({ vector: Array(128).fill(1.0), id: 0 })
data.push(...Array(200).fill({ vector: Array(128).fill(1.0), id: 1 }))
data.push(...Array(200).fill({ vector: Array(128).fill(1.0), id: 2 }))
data.push(...Array(200).fill({ vector: Array(128).fill(1.0), id: 3 }))
const tableName = uuidv4()
// try create table and check if it's mirrored
const t = await conn.createTable(tableName, data, { writeMode: lancedb.WriteMode.Overwrite })
const mirroredPath = path.join(dir, `${tableName}.lance`)
fs.readdir(mirroredPath, { withFileTypes: true }, (err, files) => {
if (err != null) throw err
// there should be two dirs
assert.equal(files.length, 2)
assert.isTrue(files[0].isDirectory())
assert.isTrue(files[1].isDirectory())
fs.readdir(path.join(mirroredPath, '_transactions'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].name.endsWith('.txn'))
})
fs.readdir(path.join(mirroredPath, 'data'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].name.endsWith('.lance'))
})
})
// try create index and check if it's mirrored
await t.createIndex({ column: 'vector', type: 'ivf_pq' })
fs.readdir(mirroredPath, { withFileTypes: true }, (err, files) => {
if (err != null) throw err
// there should be two dirs
assert.equal(files.length, 3)
assert.isTrue(files[0].isDirectory())
assert.isTrue(files[1].isDirectory())
assert.isTrue(files[2].isDirectory())
// Two TXs now
fs.readdir(path.join(mirroredPath, '_transactions'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 2)
assert.isTrue(files[0].name.endsWith('.txn'))
assert.isTrue(files[1].name.endsWith('.txn'))
})
fs.readdir(path.join(mirroredPath, 'data'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].name.endsWith('.lance'))
})
fs.readdir(path.join(mirroredPath, '_indices'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].isDirectory())
fs.readdir(path.join(mirroredPath, '_indices', files[0].name), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].isFile())
assert.isTrue(files[0].name.endsWith('.idx'))
})
})
})
// try delete and check if it's mirrored
await t.delete('id = 0')
fs.readdir(mirroredPath, { withFileTypes: true }, (err, files) => {
if (err != null) throw err
// there should be two dirs
assert.equal(files.length, 4)
assert.isTrue(files[0].isDirectory())
assert.isTrue(files[1].isDirectory())
assert.isTrue(files[2].isDirectory())
assert.isTrue(files[3].isDirectory())
// Three TXs now
fs.readdir(path.join(mirroredPath, '_transactions'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 3)
assert.isTrue(files[0].name.endsWith('.txn'))
assert.isTrue(files[1].name.endsWith('.txn'))
})
fs.readdir(path.join(mirroredPath, 'data'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].name.endsWith('.lance'))
})
fs.readdir(path.join(mirroredPath, '_indices'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].isDirectory())
fs.readdir(path.join(mirroredPath, '_indices', files[0].name), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].isFile())
assert.isTrue(files[0].name.endsWith('.idx'))
})
})
fs.readdir(path.join(mirroredPath, '_deletions'), { withFileTypes: true }, (err, files) => {
if (err != null) throw err
assert.equal(files.length, 1)
assert.isTrue(files[0].name.endsWith('.arrow'))
})
})
})
})