mirror of https://github.com/milvus-io/milvus.git
119 lines
3.9 KiB
C++
119 lines
3.9 KiB
C++
// 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 <benchmark/benchmark.h>
|
|
#include <tuple>
|
|
#include <map>
|
|
#include <google/protobuf/text_format.h>
|
|
#include <knowhere/comp/index_param.h>
|
|
|
|
#include "pb/index_cgo_msg.pb.h"
|
|
#include "indexbuilder/VecIndexCreator.h"
|
|
#include "indexbuilder/index_c.h"
|
|
#include "test_utils/indexbuilder_test_utils.h"
|
|
#include "common/Consts.h"
|
|
|
|
constexpr int64_t NB = 1000000;
|
|
|
|
namespace indexcgo = milvus::proto::indexcgo;
|
|
|
|
auto index_type_collections = [] {
|
|
static std::map<int, knowhere::IndexType> collections{
|
|
{0, knowhere::IndexEnum::INDEX_FAISS_IVFFLAT},
|
|
};
|
|
return collections;
|
|
}();
|
|
|
|
auto metric_type_collections = [] {
|
|
static std::map<int, knowhere::MetricType> collections{
|
|
{0, knowhere::metric::L2},
|
|
};
|
|
return collections;
|
|
}();
|
|
|
|
static void
|
|
IndexBuilder_build(benchmark::State& state) {
|
|
auto index_type = index_type_collections.at(state.range(0));
|
|
auto metric_type = metric_type_collections.at(state.range(0));
|
|
|
|
indexcgo::TypeParams type_params;
|
|
indexcgo::IndexParams index_params;
|
|
|
|
std::tie(type_params, index_params) =
|
|
generate_params(index_type, metric_type);
|
|
|
|
milvus::Config config;
|
|
for (auto i = 0; i < type_params.params_size(); ++i) {
|
|
const auto& param = type_params.params(i);
|
|
config[param.key()] = param.value();
|
|
}
|
|
|
|
for (auto i = 0; i < index_params.params_size(); ++i) {
|
|
const auto& param = index_params.params(i);
|
|
config[param.key()] = param.value();
|
|
}
|
|
config[milvus::index::INDEX_ENGINE_VERSION] =
|
|
std::to_string(knowhere::Version::GetCurrentVersion().VersionNumber());
|
|
|
|
auto is_binary = state.range(2);
|
|
auto dataset = GenDataset(NB, metric_type, is_binary);
|
|
auto xb_data = dataset.get_col<float>(milvus::FieldId(START_USER_FIELDID));
|
|
auto xb_dataset = knowhere::GenDataSet(NB, DIM, xb_data.data());
|
|
|
|
for (auto _ : state) {
|
|
auto index = std::make_unique<milvus::indexbuilder::VecIndexCreator>(
|
|
milvus::DataType::VECTOR_FLOAT, config);
|
|
index->Build(xb_dataset);
|
|
}
|
|
}
|
|
|
|
static void
|
|
IndexBuilder_build_and_codec(benchmark::State& state) {
|
|
auto index_type = index_type_collections.at(state.range(0));
|
|
auto metric_type = metric_type_collections.at(state.range(0));
|
|
|
|
indexcgo::TypeParams type_params;
|
|
indexcgo::IndexParams index_params;
|
|
|
|
std::tie(type_params, index_params) =
|
|
generate_params(index_type, metric_type);
|
|
|
|
milvus::Config config;
|
|
for (auto i = 0; i < type_params.params_size(); ++i) {
|
|
const auto& param = type_params.params(i);
|
|
config[param.key()] = param.value();
|
|
}
|
|
|
|
for (auto i = 0; i < index_params.params_size(); ++i) {
|
|
const auto& param = index_params.params(i);
|
|
config[param.key()] = param.value();
|
|
}
|
|
|
|
auto is_binary = state.range(2);
|
|
auto dataset = GenDataset(NB, metric_type, is_binary);
|
|
auto xb_data = dataset.get_col<float>(milvus::FieldId(100));
|
|
auto xb_dataset = knowhere::GenDataSet(NB, DIM, xb_data.data());
|
|
|
|
for (auto _ : state) {
|
|
auto index = std::make_unique<milvus::indexbuilder::VecIndexCreator>(
|
|
milvus::DataType::VECTOR_FLOAT, config);
|
|
|
|
index->Build(xb_dataset);
|
|
index->Serialize();
|
|
}
|
|
}
|
|
|
|
// IVF_FLAT, L2, VectorFloat
|
|
BENCHMARK(IndexBuilder_build)->Args({0, 0, false});
|
|
|
|
// IVF_FLAT, L2, VectorFloat
|
|
BENCHMARK(IndexBuilder_build_and_codec)->Args({0, 0, false});
|