// 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. #pragma once #include #include #include #include #include #include "common/Types.h" #include "knowhere/index/index_factory.h" #include "index/VectorIndex.h" #include "storage/MemFileManagerImpl.h" #include "storage/space.h" #include "index/IndexInfo.h" namespace milvus::index { template class VectorMemIndex : public VectorIndex { public: explicit VectorMemIndex( const IndexType& index_type, const MetricType& metric_type, const IndexVersion& version, const storage::FileManagerContext& file_manager_context = storage::FileManagerContext()); explicit VectorMemIndex(const CreateIndexInfo& create_index_info, const storage::FileManagerContext& file_manager, std::shared_ptr space); BinarySet Serialize(const Config& config) override; void Load(const BinarySet& binary_set, const Config& config = {}) override; void Load(milvus::tracer::TraceContext ctx, const Config& config = {}) override; void LoadV2(const Config& config = {}) override; void BuildWithDataset(const DatasetPtr& dataset, const Config& config = {}) override; void Build(const Config& config = {}) override; void BuildV2(const Config& config = {}) override; void AddWithDataset(const DatasetPtr& dataset, const Config& config) override; int64_t Count() override { return index_.Count(); } void Query(const DatasetPtr dataset, const SearchInfo& search_info, const BitsetView& bitset, SearchResult& search_result) const override; const bool HasRawData() const override; std::vector GetVector(const DatasetPtr dataset) const override; std::unique_ptr[]> GetSparseVector(const DatasetPtr dataset) const override; BinarySet Upload(const Config& config = {}) override; BinarySet UploadV2(const Config& config = {}) override; knowhere::expected> VectorIterators(const DatasetPtr dataset, const knowhere::Json& json, const BitsetView& bitset) const override; protected: virtual void LoadWithoutAssemble(const BinarySet& binary_set, const Config& config); private: void LoadFromFile(const Config& config); void LoadFromFileV2(const Config& config); protected: Config config_; knowhere::Index index_; std::shared_ptr file_manager_; std::shared_ptr space_; CreateIndexInfo create_index_info_; }; template using VectorMemIndexPtr = std::unique_ptr>; } // namespace milvus::index