milvus/core/src/db/engine/ExecutionEngineImpl.h

// 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.

#pragma once

#include "segment/SegmentReader.h"
#include "utils/Json.h"

#include <memory>
#include <string>
#include <unordered_map>
#include <vector>

#include "ExecutionEngine.h"
#include "knowhere/index/vector_index/VecIndex.h"

namespace milvus {
namespace engine {

class ExecutionEngineImpl : public ExecutionEngine {
 public:
    ExecutionEngineImpl(uint16_t dimension, const std::string& location, EngineType index_type, MetricType metric_type,
                        const milvus::json& index_params);

    ExecutionEngineImpl(knowhere::VecIndexPtr index, const std::string& location, EngineType index_type,
                        MetricType metric_type, const milvus::json& index_params);

    Status
    AddWithIds(int64_t n, const float* xdata, const int64_t* xids) override;

    Status
    AddWithIds(int64_t n, const uint8_t* xdata, const int64_t* xids) override;

    size_t
    Count() const override;

    size_t
    Dimension() const override;

    size_t
    Size() const override;

    Status
    Serialize() override;

    Status
    Load(bool to_cache) override;

    Status
    CopyToGpu(uint64_t device_id, bool hybrid = false) override;

    Status
    CopyToIndexFileToGpu(uint64_t device_id) override;

    Status
    CopyToCpu() override;

    Status
    GetVectorByID(const int64_t& id, float* vector, bool hybrid) override;

    Status
    GetVectorByID(const int64_t& id, uint8_t* vector, bool hybrid) override;

    Status
    ExecBinaryQuery(query::GeneralQueryPtr general_query, faiss::ConcurrentBitsetPtr bitset,
                    std::unordered_map<std::string, DataType>& attr_type, uint64_t& nq, uint64_t& topk,
                    std::vector<float>& distances, std::vector<int64_t>& labels) override;

    Status
    Search(int64_t n, const float* data, int64_t k, const milvus::json& extra_params, float* distances, int64_t* labels,
           bool hybrid = false) override;

    Status
    Search(int64_t n, const uint8_t* data, int64_t k, const milvus::json& extra_params, float* distances,
           int64_t* labels, bool hybrid = false) override;

    Status
    Search(int64_t n, const std::vector<int64_t>& ids, int64_t k, const milvus::json& extra_params, float* distances,
           int64_t* labels, bool hybrid) override;

    ExecutionEnginePtr
    BuildIndex(const std::string& location, EngineType engine_type) override;

    Status
    Cache() override;

    Status
    Init() override;

    EngineType
    IndexEngineType() const override {
        return index_type_;
    }

    MetricType
    IndexMetricType() const override {
        return metric_type_;
    }

    std::string
    GetLocation() const override {
        return location_;
    }

 private:
    knowhere::VecIndexPtr
    CreatetVecIndex(EngineType type);

    knowhere::VecIndexPtr
    Load(const std::string& location);

    void
    HybridLoad() const;

    void
    HybridUnset() const;

 protected:
    knowhere::VecIndexPtr index_ = nullptr;
    EngineType index_type_;
    MetricType metric_type_;

    std::unordered_map<std::string, DataType> attr_types_;
    std::unordered_map<std::string, std::vector<uint8_t>> attr_data_;
    std::unordered_map<std::string, size_t> attr_size_;
    query::BinaryQueryPtr binary_query_;
    int64_t vector_count_;

    int64_t dim_;
    std::string location_;

    milvus::json index_params_;
    int64_t gpu_num_ = 0;
};

}  // namespace engine
}  // namespace milvus