nodejs append records api (#85)

This commit is contained in:
gsilvestrin
2023-05-18 15:13:57 -07:00
committed by GitHub
parent 61b9479bd9
commit e28fe7b468
8 changed files with 283 additions and 73 deletions

View File

@@ -13,19 +13,15 @@
// limitations under the License.
import {
Field,
Float32,
List,
makeBuilder,
RecordBatchFileWriter,
Table as ArrowTable,
type Table as ArrowTable,
tableFromIPC,
Vector,
vectorFromArray
Vector
} from 'apache-arrow'
import { fromRecordsToBuffer } from './arrow'
// eslint-disable-next-line @typescript-eslint/no-var-requires
const { databaseNew, databaseTableNames, databaseOpenTable, tableCreate, tableSearch } = require('../native.js')
const { databaseNew, databaseTableNames, databaseOpenTable, tableCreate, tableSearch, tableAdd } = require('../native.js')
/**
* Connect to a LanceDB instance at the given URI
@@ -68,40 +64,7 @@ export class Connection {
}
async createTable (name: string, data: Array<Record<string, unknown>>): Promise<Table> {
if (data.length === 0) {
throw new Error('At least one record needs to be provided')
}
const columns = Object.keys(data[0])
const records: Record<string, Vector> = {}
for (const columnsKey of columns) {
if (columnsKey === 'vector') {
const children = new Field<Float32>('item', new Float32())
const list = new List(children)
const listBuilder = makeBuilder({
type: list
})
const vectorSize = (data[0].vector as any[]).length
for (const datum of data) {
if ((datum[columnsKey] as any[]).length !== vectorSize) {
throw new Error(`Invalid vector size, expected ${vectorSize}`)
}
listBuilder.append(datum[columnsKey])
}
records[columnsKey] = listBuilder.finish().toVector()
} else {
const values = []
for (const datum of data) {
values.push(datum[columnsKey])
}
records[columnsKey] = vectorFromArray(values)
}
}
const table = new ArrowTable(records)
await this.createTableArrow(name, table)
await tableCreate.call(this._db, name, await fromRecordsToBuffer(data))
return await this.openTable(name)
}
@@ -135,6 +98,21 @@ export class Table {
search (queryVector: number[]): Query {
return new Query(this._tbl, queryVector)
}
/**
* Insert records into this Table
* @param data Records to be inserted into the Table
*
* @param mode Append / Overwrite existing records. Default: Append
* @return The number of rows added to the table
*/
async add (data: Array<Record<string, unknown>>): Promise<number> {
return tableAdd.call(this._tbl, await fromRecordsToBuffer(data), WriteMode.Append.toString())
}
async overwrite (data: Array<Record<string, unknown>>): Promise<number> {
return tableAdd.call(this._tbl, await fromRecordsToBuffer(data), WriteMode.Overwrite.toString())
}
}
/**
@@ -194,3 +172,8 @@ export class Query {
})
}
}
export enum WriteMode {
Overwrite = 'overwrite',
Append = 'append'
}