feat: cleanup and compaction (#518)

#488
This commit is contained in:
Will Jones
2023-10-11 12:49:12 -07:00
committed by Weston Pace
parent 541b06664f
commit c07207c661
12 changed files with 394 additions and 7 deletions

View File

@@ -18,7 +18,7 @@ import * as chai from 'chai'
import * as chaiAsPromised from 'chai-as-promised'
import * as lancedb from '../index'
import { type AwsCredentials, type EmbeddingFunction, MetricType, Query, WriteMode, DefaultWriteOptions, isWriteOptions } from '../index'
import { type AwsCredentials, type EmbeddingFunction, MetricType, Query, WriteMode, DefaultWriteOptions, isWriteOptions, type LocalTable } from '../index'
import { FixedSizeList, Field, Int32, makeVector, Schema, Utf8, Table as ArrowTable, vectorFromArray, Float32 } from 'apache-arrow'
const expect = chai.expect
@@ -446,3 +446,45 @@ describe('WriteOptions', function () {
})
})
})
describe('Compact and cleanup', function () {
it('can cleanup after compaction', async function () {
const dir = await track().mkdir('lancejs')
const con = await lancedb.connect(dir)
const data = [
{ price: 10, name: 'foo', vector: [1, 2, 3] },
{ price: 50, name: 'bar', vector: [4, 5, 6] }
]
const table = await con.createTable('t1', data) as LocalTable
const newData = [
{ price: 30, name: 'baz', vector: [7, 8, 9] }
]
await table.add(newData)
const compactionMetrics = await table.compactFiles({
numThreads: 2
})
assert.equal(compactionMetrics.fragmentsRemoved, 2)
assert.equal(compactionMetrics.fragmentsAdded, 1)
assert.equal(await table.countRows(), 3)
await table.cleanupOldVersions()
assert.equal(await table.countRows(), 3)
// should have no effect, but this validates the arguments are parsed.
await table.compactFiles({
targetRowsPerFragment: 1024 * 10,
maxRowsPerGroup: 1024,
materializeDeletions: true,
materializeDeletionsThreshold: 0.5,
numThreads: 2
})
const cleanupMetrics = await table.cleanupOldVersions(0, true)
assert.isAtLeast(cleanupMetrics.bytesRemoved, 1)
assert.isAtLeast(cleanupMetrics.oldVersions, 1)
assert.equal(await table.countRows(), 3)
})
})