// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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. package index import "strconv" const ( ivfNlistKey = `nlist` ivfPQMKey = `m` ivfPQNbits = `nbits` ) var _ Index = ivfFlatIndex{} type ivfFlatIndex struct { baseIndex nlist int } func (idx ivfFlatIndex) Params() map[string]string { return map[string]string{ MetricTypeKey: string(idx.metricType), IndexTypeKey: string(IvfFlat), ivfNlistKey: strconv.Itoa(idx.nlist), } } func NewIvfFlatIndex(metricType MetricType, nlist int) Index { return ivfFlatIndex{ baseIndex: baseIndex{ metricType: metricType, indexType: IvfFlat, }, nlist: nlist, } } type ivfPQIndex struct { baseIndex nlist int m int nbits int } func (idx ivfPQIndex) Params() map[string]string { return map[string]string{ MetricTypeKey: string(idx.metricType), IndexTypeKey: string(IvfPQ), ivfNlistKey: strconv.Itoa(idx.nlist), ivfPQMKey: strconv.Itoa(idx.m), ivfPQNbits: strconv.Itoa(idx.nbits), } } func NewIvfPQIndex(metricType MetricType, nlist int, m int, nbits int) Index { return ivfPQIndex{ baseIndex: baseIndex{ metricType: metricType, indexType: IvfPQ, }, nlist: nlist, m: m, nbits: nbits, } } type ivfSQ8Index struct { baseIndex nlist int } func (idx ivfSQ8Index) Params() map[string]string { return map[string]string{ MetricTypeKey: string(idx.metricType), IndexTypeKey: string(IvfSQ8), ivfNlistKey: strconv.Itoa(idx.nlist), } } func NewIvfSQ8Index(metricType MetricType, nlist int) Index { return ivfPQIndex{ baseIndex: baseIndex{ metricType: metricType, indexType: IvfSQ8, }, nlist: nlist, } }