// Copyright (C) 2019-2020 Zilliz. All rights reserved. // // 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 #include "SearchOnIndex.h" namespace milvus::query { SubQueryResult SearchOnIndex(const dataset::QueryDataset& query_dataset, const knowhere::VecIndex& indexing, const knowhere::Config& search_conf, const faiss::BitsetView& bitset) { auto num_queries = query_dataset.num_queries; auto topK = query_dataset.topk; auto dim = query_dataset.dim; auto metric_type = query_dataset.metric_type; auto dataset = knowhere::GenDataset(num_queries, dim, query_dataset.query_data); // NOTE: VecIndex Query API forget to add const qualifier // NOTE: use const_cast as a workaround auto& indexing_nonconst = const_cast(indexing); auto ans = indexing_nonconst.Query(dataset, search_conf, bitset); auto dis = ans->Get(milvus::knowhere::meta::DISTANCE); auto uids = ans->Get(milvus::knowhere::meta::IDS); SubQueryResult sub_qr(num_queries, topK, metric_type); std::copy_n(dis, num_queries * topK, sub_qr.get_values()); std::copy_n(uids, num_queries * topK, sub_qr.get_labels()); return sub_qr; } } // namespace milvus::query