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feat: Node create index API (#720)
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@@ -744,6 +744,11 @@ export interface IvfPQIndexConfig {
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*/
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replace?: boolean
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/**
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* Cache size of the index
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*/
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index_cache_size?: number
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type: 'ivf_pq'
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}
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@@ -246,8 +246,41 @@ export class RemoteTable<T = number[]> implements Table<T> {
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return data.length
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}
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async createIndex (indexParams: VectorIndexParams): Promise<any> {
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throw new Error('Not implemented')
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async createIndex (indexParams: VectorIndexParams): Promise<void> {
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const unsupportedParams = [
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'index_name',
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'num_partitions',
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'max_iters',
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'use_opq',
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'num_sub_vectors',
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'num_bits',
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'max_opq_iters',
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'replace'
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]
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for (const param of unsupportedParams) {
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// eslint-disable-next-line @typescript-eslint/strict-boolean-expressions
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if (indexParams[param as keyof VectorIndexParams]) {
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throw new Error(`${param} is not supported for remote connections`)
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}
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}
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const column = indexParams.column ?? 'vector'
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const indexType = 'vector' // only vector index is supported for remote connections
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const metricType = indexParams.metric_type ?? 'L2'
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const indexCacheSize = indexParams ?? null
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const data = {
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column,
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index_type: indexType,
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metric_type: metricType,
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index_cache_size: indexCacheSize
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}
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const res = await this._client.post(`/v1/table/${this._name}/create_index/`, data)
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if (res.status !== 200) {
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throw new Error(`Server Error, status: ${res.status}, ` +
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// eslint-disable-next-line @typescript-eslint/restrict-template-expressions
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`message: ${res.statusText}: ${res.data}`)
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}
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}
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async countRows (): Promise<number> {
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