feat: Node create index API (#720)

This commit is contained in:
Aidan
2023-12-20 15:22:35 -05:00
committed by GitHub
parent 73e4015797
commit fff8e399a3
2 changed files with 40 additions and 2 deletions

View File

@@ -744,6 +744,11 @@ export interface IvfPQIndexConfig {
*/
replace?: boolean
/**
* Cache size of the index
*/
index_cache_size?: number
type: 'ivf_pq'
}

View File

@@ -246,8 +246,41 @@ export class RemoteTable<T = number[]> implements Table<T> {
return data.length
}
async createIndex (indexParams: VectorIndexParams): Promise<any> {
throw new Error('Not implemented')
async createIndex (indexParams: VectorIndexParams): Promise<void> {
const unsupportedParams = [
'index_name',
'num_partitions',
'max_iters',
'use_opq',
'num_sub_vectors',
'num_bits',
'max_opq_iters',
'replace'
]
for (const param of unsupportedParams) {
// eslint-disable-next-line @typescript-eslint/strict-boolean-expressions
if (indexParams[param as keyof VectorIndexParams]) {
throw new Error(`${param} is not supported for remote connections`)
}
}
const column = indexParams.column ?? 'vector'
const indexType = 'vector' // only vector index is supported for remote connections
const metricType = indexParams.metric_type ?? 'L2'
const indexCacheSize = indexParams ?? null
const data = {
column,
index_type: indexType,
metric_type: metricType,
index_cache_size: indexCacheSize
}
const res = await this._client.post(`/v1/table/${this._name}/create_index/`, data)
if (res.status !== 200) {
throw new Error(`Server Error, status: ${res.status}, ` +
// eslint-disable-next-line @typescript-eslint/restrict-template-expressions
`message: ${res.statusText}: ${res.data}`)
}
}
async countRows (): Promise<number> {