Files
lancedb/node/src/remote/client.ts
2023-08-10 09:21:36 -07:00

138 lines
3.9 KiB
TypeScript

// Copyright 2023 LanceDB Developers.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
import axios, { type AxiosResponse } from 'axios'
import { tableFromIPC, type Table as ArrowTable } from 'apache-arrow'
export class HttpLancedbClient {
private readonly _url: string
private readonly _apiKey: () => string
public constructor (
url: string,
apiKey: string,
private readonly _dbName?: string
) {
this._url = url
this._apiKey = () => apiKey
}
get uri (): string {
return this._url
}
public async search (
tableName: string,
vector: number[],
k: number,
nprobes: number,
refineFactor?: number,
columns?: string[],
filter?: string
): Promise<ArrowTable<any>> {
const response = await axios.post(
`${this._url}/v1/table/${tableName}/query/`,
{
vector,
k,
nprobes,
refineFactor,
columns,
filter
},
{
headers: {
'Content-Type': 'application/json',
'x-api-key': this._apiKey(),
...(this._dbName !== undefined ? { 'x-lancedb-database': this._dbName } : {})
},
responseType: 'arraybuffer',
timeout: 10000
}
).catch((err) => {
console.error('error: ', err)
return err.response
})
if (response.status !== 200) {
const errorData = new TextDecoder().decode(response.data)
throw new Error(
`Server Error, status: ${response.status as number}, ` +
`message: ${response.statusText as string}: ${errorData}`
)
}
const table = tableFromIPC(response.data)
return table
}
/**
* Sent GET request.
*/
public async get (path: string, params?: Record<string, string | number>): Promise<AxiosResponse> {
const response = await axios.get(
`${this._url}${path}`,
{
headers: {
'Content-Type': 'application/json',
'x-api-key': this._apiKey()
},
params,
timeout: 10000
}
).catch((err) => {
console.error('error: ', err)
return err.response
})
if (response.status !== 200) {
const errorData = new TextDecoder().decode(response.data)
throw new Error(
`Server Error, status: ${response.status as number}, ` +
`message: ${response.statusText as string}: ${errorData}`
)
}
return response
}
/**
* Sent POST request.
*/
public async post (path: string, data?: any, params?: Record<string, string | number>): Promise<AxiosResponse> {
const response = await axios.post(
`${this._url}${path}`,
data,
{
headers: {
'Content-Type': 'application/json',
'x-api-key': this._apiKey(),
...(this._dbName !== undefined ? { 'x-lancedb-database': this._dbName } : {})
},
params,
timeout: 30000
}
).catch((err) => {
console.error('error: ', err)
return err.response
})
if (response.status !== 200) {
const errorData = new TextDecoder().decode(response.data)
throw new Error(
`Server Error, status: ${response.status as number}, ` +
`message: ${response.statusText as string}: ${errorData}`
)
}
return response
}
}