milvus/core/src/db/engine/ExecutionEngineImpl.h
groot 0f1aa5f8bb Tanimoto distance (#1016)
* Add log to debug #678

* Rename nsg_mix to RNSG in C++ sdk #735

* [skip ci] change __function__

* clang-format

* #766 If partition tag is similar, wrong partition is searched

* #766 If partition tag is similar, wrong partition is searched

* reorder changelog id

* typo

* define interface

* Define interface (#832)

* If partition tag is similar, wrong partition is searched  (#825)

* #766 If partition tag is similar, wrong partition is searched

* #766 If partition tag is similar, wrong partition is searched

* reorder changelog id

* typo

* define interface Attach files by dragging & dropping, selecting or pasting them. 

Co-authored-by: groot <yihua.mo@zilliz.com>

* faiss & knowhere

* faiss & knowhere (#842)

* Add log to debug #678

* Rename nsg_mix to RNSG in C++ sdk #735

* [skip ci] change __function__

* clang-format

* If partition tag is similar, wrong partition is searched  (#825)

* #766 If partition tag is similar, wrong partition is searched

* #766 If partition tag is similar, wrong partition is searched

* reorder changelog id

* typo

* faiss & knowhere

Co-authored-by: groot <yihua.mo@zilliz.com>

* support binary input

* code lint

* add wrapper interface

* add knowhere unittest

* sdk support binary

* support using metric tanimoto and hamming

* sdk binary insert/query example

* fix bug

* fix bug

* update wrapper

* format

* Improve unittest and fix bugs

* delete printresult

* fix bug

* #823 Support binary vector tanimoto metric

* fix typo

* dimension limit to 32768

* fix

* dimension limit to 32768

* fix describe index bug

* fix #886

* fix #889

* add jaccard cases

* hamming dev-test case

* change test_connect

* Add tanimoto cases

* change the output type of hamming

* add abs

* merge master

* rearrange changelog id

* modify feature description

Co-authored-by: Yukikaze-CZR <48198922+Yukikaze-CZR@users.noreply.github.com>
Co-authored-by: Tinkerrr <linxiaojun.cn@outlook.com>
2020-01-14 19:22:27 +08:00

138 lines
3.2 KiB
C++

// Licensed to the Apache Software Foundation (ASF) 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 "ExecutionEngine.h"
#include "wrapper/VecIndex.h"
#include <memory>
#include <string>
namespace milvus {
namespace engine {
class ExecutionEngineImpl : public ExecutionEngine {
public:
ExecutionEngineImpl(uint16_t dimension, const std::string& location, EngineType index_type, MetricType metric_type,
int32_t nlist);
ExecutionEngineImpl(VecIndexPtr index, const std::string& location, EngineType index_type, MetricType metric_type,
int32_t nlist);
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
Size() const override;
size_t
Dimension() const override;
size_t
PhysicalSize() 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;
// ExecutionEnginePtr
// Clone() override;
Status
Merge(const std::string& location) override;
Status
Search(int64_t n, const float* data, int64_t k, int64_t nprobe, float* distances, int64_t* labels,
bool hybrid = false) override;
Status
Search(int64_t n, const uint8_t* data, int64_t k, int64_t nprobe, float* distances, int64_t* labels,
bool hybrid = false) override;
ExecutionEnginePtr
BuildIndex(const std::string& location, EngineType engine_type) override;
Status
Cache() override;
Status
GpuCache(uint64_t gpu_id) 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:
VecIndexPtr
CreatetVecIndex(EngineType type);
VecIndexPtr
Load(const std::string& location);
void
HybridLoad() const;
void
HybridUnset() const;
protected:
VecIndexPtr index_ = nullptr;
EngineType index_type_;
MetricType metric_type_;
int64_t dim_;
std::string location_;
int64_t nlist_ = 0;
int64_t gpu_num_ = 0;
};
} // namespace engine
} // namespace milvus