Move disk index params to config file (#19714)

Signed-off-by: xige-16 <xi.ge@zilliz.com>

Signed-off-by: xige-16 <xi.ge@zilliz.com>
pull/19670/head
xige-16 2022-10-14 17:51:24 +08:00 committed by GitHub
parent bdaddd7b09
commit a1db9038fb
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
44 changed files with 1068 additions and 578 deletions

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@ -6,13 +6,13 @@ import (
"io"
"os"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/paramtable"
"go.uber.org/zap"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/cmd/roles"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/paramtable"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -133,7 +133,10 @@ func (c *run) formatFlags(args []string, flags *flag.FlagSet) {
flags.BoolVar(&c.enableIndexNode, typeutil.IndexNodeRole, false, "enable index node")
flags.BoolVar(&c.enableProxy, typeutil.ProxyRole, false, "enable proxy node")
initMaxprocs(c.serverType, flags)
if c.serverType == typeutil.EmbeddedRole {
flags.SetOutput(io.Discard)
}
hardware.InitMaxprocs(c.serverType, flags)
if err := flags.Parse(args[3:]); err != nil {
os.Exit(-1)
}

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@ -3,10 +3,12 @@ package milvus
import (
"flag"
"fmt"
"io"
"os"
"path"
"syscall"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -47,7 +49,10 @@ func (c *stop) execute(args []string, flags *flag.FlagSet) {
func (c *stop) formatFlags(args []string, flags *flag.FlagSet) {
flags.StringVar(&(c.svrAlias), "alias", "", "set alias")
initMaxprocs(c.serverType, flags)
if c.serverType == typeutil.EmbeddedRole {
flags.SetOutput(io.Discard)
}
hardware.InitMaxprocs(c.serverType, flags)
if err := flags.Parse(args[3:]); err != nil {
os.Exit(-1)
}

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@ -1,19 +1,15 @@
package milvus
import (
"flag"
"fmt"
"io"
"io/ioutil"
syslog "log"
"os"
"path"
"runtime"
"github.com/gofrs/flock"
"go.uber.org/automaxprocs/maxprocs"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -64,18 +60,6 @@ func createRuntimeDir(sType string) string {
return runtimeDir
}
// Initialize maxprocs
func initMaxprocs(serverType string, flags *flag.FlagSet) {
if serverType == typeutil.EmbeddedRole {
flags.SetOutput(io.Discard)
// Initialize maxprocs while discarding log.
maxprocs.Set(maxprocs.Logger(nil))
} else {
// Initialize maxprocs.
maxprocs.Set(maxprocs.Logger(syslog.Printf))
}
}
func createPidFile(w io.Writer, filename string, runtimeDir string) (*flock.Flock, error) {
fileFullName := path.Join(runtimeDir, filename)

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@ -350,6 +350,14 @@ common:
# This configuration is only used by querynode and indexnode, it selects CPU instruction set for Searching and Index-building.
simdType: auto
indexSliceSize: 16 # MB
DiskIndex:
MaxDegree: 56
SearchListSize: 100
PGCodeBudgetGBRatio: 0.125
BuildNumThreadsRatio: 1.0
SearchCacheBudgetGBRatio: 0.125
LoadNumThreadRatio: 8.0
BeamWidthRatio: 4.0
# please adjust in embedded Milvus: local
storageType: minio

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@ -51,15 +51,15 @@ constexpr const char* INDEX_VERSION = "index_version";
// DiskAnn build params
constexpr const char* DISK_ANN_RAW_DATA_PATH = "data_path";
constexpr const char* DISK_ANN_MAX_DEGREE = "max_degree";
constexpr const char* DISK_ANN_BUILD_LIST = "build_list";
constexpr const char* DISK_ANN_SEARCH_DRAM_BUDGET = "search_dram_budget";
constexpr const char* DISK_ANN_BUILD_DRAM_BUDGET = "build_dram_budget";
constexpr const char* DISK_ANN_SEARCH_LIST_SIZE = "search_list_size";
constexpr const char* DISK_ANN_PQ_CODE_BUDGET = "pq_code_budget_gb";
constexpr const char* DISK_ANN_BUILD_DRAM_BUDGET = "build_dram_budget_gb";
constexpr const char* DISK_ANN_BUILD_THREAD_NUM = "num_build_thread";
constexpr const char* DISK_ANN_PQ_BYTES = "ps_disk_bytes";
constexpr const char* DISK_ANN_PQ_DIMS = "disk_pq_dims";
// DiskAnn prepare params
constexpr const char* DISK_ANN_PREPARE_THREAD_NUM = "num_prepare_thread";
constexpr const char* NUM_ROW_OF_RAW_DATA = "count";
constexpr const char* DISK_ANN_LOAD_THREAD_NUM = "num_load_thread";
constexpr const char* DISK_ANN_SEARCH_CACHE_BUDGET = "search_cache_budget_gb";
constexpr const char* DISK_ANN_PREPARE_WARM_UP = "warm_up";
constexpr const char* DISK_ANN_PREPARE_USE_BFS_CACHE = "use_bfs_cache";

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@ -114,11 +114,7 @@ VectorDiskAnnIndex<T>::Query(const DatasetPtr dataset, const SearchInfo& search_
"search_list should less than min(topk*10, 65535)");
// set beamwidth
query_config.beamwidth = 16;
auto beam_width = GetValueFromConfig<uint32_t>(search_info.search_params_, DISK_ANN_QUERY_BEAMWIDTH);
if (beam_width.has_value()) {
query_config.beamwidth = beam_width.value();
}
query_config.beamwidth = search_beamwidth_;
knowhere::Config cfg;
knowhere::DiskANNQueryConfig::Set(cfg, query_config);
@ -171,13 +167,13 @@ VectorDiskAnnIndex<T>::parse_build_config(const Config& config) {
build_disk_ann_config.max_degree = max_degree.value();
// set build list
auto search_list_size = GetValueFromConfig<uint32_t>(build_config, DISK_ANN_BUILD_LIST);
AssertInfo(search_list_size.has_value(), "param " + std::string(DISK_ANN_BUILD_LIST) + "is empty");
auto search_list_size = GetValueFromConfig<uint32_t>(build_config, DISK_ANN_SEARCH_LIST_SIZE);
AssertInfo(search_list_size.has_value(), "param " + std::string(DISK_ANN_SEARCH_LIST_SIZE) + "is empty");
build_disk_ann_config.search_list_size = search_list_size.value();
// set search dram budget
auto search_dram_budget_gb = GetValueFromConfig<float>(build_config, DISK_ANN_SEARCH_DRAM_BUDGET);
AssertInfo(search_dram_budget_gb.has_value(), "param " + std::string(DISK_ANN_SEARCH_DRAM_BUDGET) + "is empty");
auto search_dram_budget_gb = GetValueFromConfig<float>(build_config, DISK_ANN_PQ_CODE_BUDGET);
AssertInfo(search_dram_budget_gb.has_value(), "param " + std::string(DISK_ANN_PQ_CODE_BUDGET) + "is empty");
build_disk_ann_config.pq_code_budget_gb = search_dram_budget_gb.value();
// set build dram budget
@ -191,8 +187,8 @@ VectorDiskAnnIndex<T>::parse_build_config(const Config& config) {
build_disk_ann_config.num_threads = num_threads.value();
// set pq bytes
auto pq_disk_bytes = GetValueFromConfig<uint32_t>(build_config, DISK_ANN_PQ_BYTES);
AssertInfo(pq_disk_bytes.has_value(), "param " + std::string(DISK_ANN_PQ_BYTES) + "is empty");
auto pq_disk_bytes = GetValueFromConfig<uint32_t>(build_config, DISK_ANN_PQ_DIMS);
AssertInfo(pq_disk_bytes.has_value(), "param " + std::string(DISK_ANN_PQ_DIMS) + "is empty");
build_disk_ann_config.disk_pq_dims = pq_disk_bytes.value();
return build_disk_ann_config;
@ -202,7 +198,6 @@ template <typename T>
knowhere::DiskANNPrepareConfig
VectorDiskAnnIndex<T>::parse_prepare_config(const Config& config) {
Config prepare_config = config;
auto dim = GetDimFromConfig(prepare_config);
parse_config(prepare_config);
knowhere::DiskANNPrepareConfig prepare_disk_ann_config;
@ -210,20 +205,20 @@ VectorDiskAnnIndex<T>::parse_prepare_config(const Config& config) {
prepare_disk_ann_config.use_bfs_cache = false;
// set prepare thread num
auto num_threads = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_PREPARE_THREAD_NUM);
AssertInfo(num_threads.has_value(), "param " + std::string(DISK_ANN_PREPARE_THREAD_NUM) + "is empty");
auto num_threads = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_LOAD_THREAD_NUM);
AssertInfo(num_threads.has_value(), "param " + std::string(DISK_ANN_LOAD_THREAD_NUM) + "is empty");
prepare_disk_ann_config.num_threads = num_threads.value();
// get max degree
auto max_degree = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_MAX_DEGREE);
AssertInfo(max_degree.has_value(), "param " + std::string(DISK_ANN_MAX_DEGREE) + "is empty");
// get search_cache_budget_gb
auto search_cache_budget_gb = GetValueFromConfig<float>(prepare_config, DISK_ANN_SEARCH_CACHE_BUDGET);
AssertInfo(search_cache_budget_gb.has_value(), "param " + std::string(DISK_ANN_SEARCH_CACHE_BUDGET) + "is empty");
prepare_disk_ann_config.search_cache_budget_gb = search_cache_budget_gb.value();
// set prepare cached node
auto num_rows = GetValueFromConfig<int>(prepare_config, NUM_ROW_OF_RAW_DATA);
AssertInfo(num_rows.has_value(), "param " + std::string(NUM_ROW_OF_RAW_DATA) + "is empty");
prepare_disk_ann_config.search_cache_budget_gb =
(dim + max_degree.value() + 1) * sizeof(float) * 1.2 * num_rows.value() * 0.1 / 1024 / 1024 / 1024;
// update search_beamwidth
auto beamwidth = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_QUERY_BEAMWIDTH);
if (beamwidth.has_value()) {
search_beamwidth_ = beamwidth.value();
}
return prepare_disk_ann_config;
}
@ -241,20 +236,19 @@ VectorDiskAnnIndex<T>::parse_config(Config& config) {
CheckParameter<int>(config, knowhere::meta::TOPK, stoi_closure, std::nullopt);
/************************** DiskAnn build Params ************************/
CheckParameter<int>(config, DISK_ANN_MAX_DEGREE, stoi_closure, std::optional{48});
CheckParameter<int>(config, DISK_ANN_BUILD_LIST, stoi_closure, std::optional{128});
CheckParameter<float>(config, DISK_ANN_SEARCH_DRAM_BUDGET, stof_closure, std::optional{0.03});
CheckParameter<float>(config, DISK_ANN_BUILD_DRAM_BUDGET, stof_closure, std::optional{32});
CheckParameter<int>(config, DISK_ANN_MAX_DEGREE, stoi_closure, std::nullopt);
CheckParameter<int>(config, DISK_ANN_SEARCH_LIST_SIZE, stoi_closure, std::nullopt);
CheckParameter<float>(config, DISK_ANN_PQ_CODE_BUDGET, stof_closure, std::nullopt);
CheckParameter<float>(config, DISK_ANN_BUILD_DRAM_BUDGET, stof_closure, std::nullopt);
CheckParameter<int>(config, DISK_ANN_BUILD_THREAD_NUM, stoi_closure, std::optional{8});
CheckParameter<int>(config, DISK_ANN_PQ_BYTES, stoi_closure, std::optional{0});
CheckParameter<int>(config, DISK_ANN_PQ_DIMS, stoi_closure, std::optional{0});
/************************** DiskAnn prepare Params ************************/
CheckParameter<int>(config, DISK_ANN_PREPARE_THREAD_NUM, stoi_closure, std::optional{8});
CheckParameter<int>(config, NUM_ROW_OF_RAW_DATA, stoi_closure, std::nullopt);
CheckParameter<int>(config, DISK_ANN_LOAD_THREAD_NUM, stoi_closure, std::optional{8});
CheckParameter<float>(config, DISK_ANN_SEARCH_CACHE_BUDGET, stof_closure, std::nullopt);
/************************** DiskAnn query Params ************************/
// CheckParameter<int>(config, DISK_ANN_QUERY_LIST, stoi_closure, std::nullopt);
// CheckParameter<int>(config, DISK_ANN_QUERY_BEAMWIDTH, stoi_closure, std::optional{16});
CheckParameter<int>(config, DISK_ANN_QUERY_BEAMWIDTH, stoi_closure, std::nullopt);
}
template class VectorDiskAnnIndex<float>;

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@ -75,6 +75,7 @@ class VectorDiskAnnIndex : public VectorIndex {
private:
std::unique_ptr<knowhere::IndexDiskANN<T>> index_;
std::shared_ptr<storage::DiskFileManagerImpl> file_manager_;
uint32_t search_beamwidth_ = 8;
};
template <typename T>

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@ -381,6 +381,7 @@ TEST_P(IndexTest, BuildAndQuery) {
index = milvus::index::IndexFactory::GetInstance().CreateIndex(create_index_info, nullptr);
}
ASSERT_NO_THROW(index->BuildWithDataset(xb_dataset, build_conf));
milvus::index::IndexBasePtr new_index;
milvus::index::VectorIndex* vec_index = nullptr;
if (index_type == knowhere::IndexEnum::INDEX_DISKANN) {
@ -392,7 +393,8 @@ TEST_P(IndexTest, BuildAndQuery) {
milvus::storage::IndexMeta index_meta{3, 100, 1000, 1};
auto file_manager =
std::make_shared<milvus::storage::DiskFileManagerImpl>(field_data_meta, index_meta, storage_config_);
auto new_index = milvus::index::IndexFactory::GetInstance().CreateIndex(create_index_info, file_manager);
new_index = milvus::index::IndexFactory::GetInstance().CreateIndex(create_index_info, file_manager);
vec_index = dynamic_cast<milvus::index::VectorIndex*>(new_index.get());
std::vector<std::string> index_files;
@ -401,6 +403,7 @@ TEST_P(IndexTest, BuildAndQuery) {
}
load_conf["index_files"] = index_files;
vec_index->Load(binary_set, load_conf);
EXPECT_EQ(vec_index->Count(), NB);
#endif
} else {
vec_index = dynamic_cast<milvus::index::VectorIndex*>(index.get());

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@ -186,6 +186,10 @@ generate_build_conf(const milvus::IndexType& index_type, const milvus::MetricTyp
return knowhere::Config{
{knowhere::meta::METRIC_TYPE, metric_type},
{knowhere::meta::DIM, std::to_string(DIM)},
{milvus::index::DISK_ANN_MAX_DEGREE, std::to_string(48)},
{milvus::index::DISK_ANN_SEARCH_LIST_SIZE, std::to_string(128)},
{milvus::index::DISK_ANN_PQ_CODE_BUDGET, std::to_string(0.001)},
{milvus::index::DISK_ANN_BUILD_DRAM_BUDGET, std::to_string(32)},
};
}
return knowhere::Config();
@ -197,7 +201,7 @@ generate_load_conf(const milvus::IndexType& index_type, const milvus::MetricType
return knowhere::Config{
{knowhere::meta::METRIC_TYPE, metric_type},
{knowhere::meta::DIM, std::to_string(DIM)},
{milvus::index::NUM_ROW_OF_RAW_DATA, std::to_string(nb)},
{milvus::index::DISK_ANN_SEARCH_CACHE_BUDGET, std::to_string(0.0002)},
};
}
return knowhere::Config();

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@ -20,14 +20,16 @@ import (
"context"
"errors"
"go.uber.org/zap"
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
"github.com/milvus-io/milvus/internal/util/uniquegenerator"
"go.uber.org/zap"
)
// getQuotaMetrics returns DataCoordQuotaMetrics.
@ -120,12 +122,12 @@ func (s *Server) getDataCoordMetrics() metricsinfo.DataCoordInfos {
Name: metricsinfo.ConstructComponentName(typeutil.DataCoordRole, Params.DataCoordCfg.GetNodeID()),
HardwareInfos: metricsinfo.HardwareMetrics{
IP: s.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
Memory: metricsinfo.GetMemoryCount(),
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: hardware.GetMemoryCount(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.DataCoordCfg.CreatedTime.String(),

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@ -22,6 +22,7 @@ import (
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/ratelimitutil"
"github.com/milvus-io/milvus/internal/util/typeutil"
@ -82,8 +83,8 @@ func getComponentConfigurations(ctx context.Context, req *internalpb.ShowConfigu
func (node *DataNode) getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
// TODO(dragondriver): add more metrics
usedMem := metricsinfo.GetUsedMemoryCount()
totalMem := metricsinfo.GetMemoryCount()
usedMem := hardware.GetUsedMemoryCount()
totalMem := hardware.GetMemoryCount()
quotaMetrics, err := node.getQuotaMetrics()
if err != nil {
@ -97,12 +98,12 @@ func (node *DataNode) getSystemInfoMetrics(ctx context.Context, req *milvuspb.Ge
}
hardwareMetrics := metricsinfo.HardwareMetrics{
IP: node.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: totalMem,
MemoryUsage: usedMem,
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
}
quotaMetrics.Hms = hardwareMetrics

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@ -818,6 +818,7 @@ func (i *IndexCoord) GetIndexInfos(ctx context.Context, req *indexpb.GetIndexInf
IndexFilePaths: segIdx.IndexFilePaths,
SerializedSize: segIdx.IndexSize,
IndexVersion: segIdx.IndexVersion,
NumRows: segIdx.NumRows,
})
}
}

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@ -25,6 +25,7 @@ import (
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
"github.com/milvus-io/milvus/internal/util/uniquegenerator"
@ -65,12 +66,12 @@ func getSystemInfoMetrics(
Name: metricsinfo.ConstructComponentName(typeutil.IndexCoordRole, coord.session.ServerID),
HardwareInfos: metricsinfo.HardwareMetrics{
IP: coord.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
Memory: metricsinfo.GetMemoryCount(),
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: hardware.GetMemoryCount(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.IndexCoordCfg.CreatedTime.String(),

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@ -26,6 +26,7 @@ import (
"github.com/milvus-io/milvus/internal/proto/indexpb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -216,12 +217,12 @@ func getMockSystemInfoMetrics(
BaseComponentInfos: metricsinfo.BaseComponentInfos{
Name: metricsinfo.ConstructComponentName(typeutil.IndexNodeRole, Params.IndexNodeCfg.GetNodeID()),
HardwareInfos: metricsinfo.HardwareMetrics{
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: 1000,
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.IndexNodeCfg.CreatedTime.String(),

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@ -22,6 +22,7 @@ import (
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -60,12 +61,12 @@ func getSystemInfoMetrics(
Name: metricsinfo.ConstructComponentName(typeutil.IndexNodeRole, Params.IndexNodeCfg.GetNodeID()),
HardwareInfos: metricsinfo.HardwareMetrics{
IP: node.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
Memory: metricsinfo.GetMemoryCount(),
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: hardware.GetMemoryCount(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.IndexNodeCfg.CreatedTime.String(),

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@ -18,6 +18,7 @@ package indexnode
import (
"context"
"encoding/json"
"errors"
"fmt"
"path"
@ -36,6 +37,7 @@ import (
"github.com/milvus-io/milvus/internal/util/funcutil"
"github.com/milvus-io/milvus/internal/util/indexcgowrapper"
"github.com/milvus-io/milvus/internal/util/indexparamcheck"
"github.com/milvus-io/milvus/internal/util/indexparams"
"github.com/milvus-io/milvus/internal/util/logutil"
"github.com/milvus-io/milvus/internal/util/retry"
"github.com/milvus-io/milvus/internal/util/timerecord"
@ -335,6 +337,20 @@ func (it *indexBuildTask) BuildDiskAnnIndex(ctx context.Context) error {
it.newIndexParams["index_id"] = strconv.FormatInt(it.req.IndexID, 10)
it.newIndexParams["index_version"] = strconv.FormatInt(it.req.GetIndexVersion(), 10)
err = indexparams.SetDiskIndexBuildParams(it.newIndexParams, it.statistic.NumRows)
if err != nil {
log.Ctx(ctx).Error("failed to fill disk index params", zap.Error(err))
return err
}
jsonIndexParams, err := json.Marshal(it.newIndexParams)
if err != nil {
log.Ctx(ctx).Error("failed to json marshal index params", zap.Error(err))
return err
}
log.Ctx(ctx).Info("disk index params are ready",
zap.Int64("buildID", it.BuildID),
zap.String("index params", string(jsonIndexParams)))
it.index, err = indexcgowrapper.NewCgoIndex(dType, it.newTypeParams, it.newIndexParams, it.req.GetStorageConfig())
if err != nil {
log.Ctx(ctx).Error("failed to create index", zap.Error(err))

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@ -22,18 +22,18 @@ import (
"sync/atomic"
"time"
"github.com/tecbot/gorocksdb"
"go.uber.org/zap"
"github.com/milvus-io/milvus/internal/allocator"
"github.com/milvus-io/milvus/internal/kv"
rocksdbkv "github.com/milvus-io/milvus/internal/kv/rocksdb"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/mq/msgstream/mqwrapper"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/paramtable"
"github.com/milvus-io/milvus/internal/util/retry"
"github.com/milvus-io/milvus/internal/util/typeutil"
"github.com/tecbot/gorocksdb"
"go.uber.org/zap"
)
// UniqueID is the type of message ID
@ -137,7 +137,7 @@ func NewRocksMQ(params paramtable.BaseTable, name string, idAllocator allocator.
} else if maxProcs > 8 {
parallelism = 2
}
memoryCount := metricsinfo.GetMemoryCount()
memoryCount := hardware.GetMemoryCount()
// default rocks db cache is set with memory
rocksDBLRUCacheCapacity := RocksDBLRUCacheMinCapacity
if memoryCount > 0 {

View File

@ -146,6 +146,7 @@ message IndexFilePathInfo {
repeated string index_file_paths = 7;
uint64 serialized_size = 8;
int64 index_version = 9;
int64 num_rows = 10;
}
message SegmentInfo {

View File

@ -883,6 +883,7 @@ type IndexFilePathInfo struct {
IndexFilePaths []string `protobuf:"bytes,7,rep,name=index_file_paths,json=indexFilePaths,proto3" json:"index_file_paths,omitempty"`
SerializedSize uint64 `protobuf:"varint,8,opt,name=serialized_size,json=serializedSize,proto3" json:"serialized_size,omitempty"`
IndexVersion int64 `protobuf:"varint,9,opt,name=index_version,json=indexVersion,proto3" json:"index_version,omitempty"`
NumRows int64 `protobuf:"varint,10,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
@ -976,6 +977,13 @@ func (m *IndexFilePathInfo) GetIndexVersion() int64 {
return 0
}
func (m *IndexFilePathInfo) GetNumRows() int64 {
if m != nil {
return m.NumRows
}
return 0
}
type SegmentInfo struct {
CollectionID int64 `protobuf:"varint,1,opt,name=collectionID,proto3" json:"collectionID,omitempty"`
SegmentID int64 `protobuf:"varint,2,opt,name=segmentID,proto3" json:"segmentID,omitempty"`
@ -2012,141 +2020,141 @@ func init() {
func init() { proto.RegisterFile("index_coord.proto", fileDescriptor_f9e019eb3fda53c2) }
var fileDescriptor_f9e019eb3fda53c2 = []byte{
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}
// Reference imports to suppress errors if they are not otherwise used.

View File

@ -225,6 +225,7 @@ message FieldIndexInfo {
repeated string index_file_paths = 7;
int64 index_size = 8;
int64 index_version = 9;
int64 num_rows = 10;
}
message LoadSegmentsRequest {

View File

@ -1554,6 +1554,7 @@ type FieldIndexInfo struct {
IndexFilePaths []string `protobuf:"bytes,7,rep,name=index_file_paths,json=indexFilePaths,proto3" json:"index_file_paths,omitempty"`
IndexSize int64 `protobuf:"varint,8,opt,name=index_size,json=indexSize,proto3" json:"index_size,omitempty"`
IndexVersion int64 `protobuf:"varint,9,opt,name=index_version,json=indexVersion,proto3" json:"index_version,omitempty"`
NumRows int64 `protobuf:"varint,10,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
@ -1647,6 +1648,13 @@ func (m *FieldIndexInfo) GetIndexVersion() int64 {
return 0
}
func (m *FieldIndexInfo) GetNumRows() int64 {
if m != nil {
return m.NumRows
}
return 0
}
type LoadSegmentsRequest struct {
Base *commonpb.MsgBase `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
DstNodeID int64 `protobuf:"varint,2,opt,name=dst_nodeID,json=dstNodeID,proto3" json:"dst_nodeID,omitempty"`
@ -3654,229 +3662,229 @@ func init() {
func init() { proto.RegisterFile("query_coord.proto", fileDescriptor_aab7cc9a69ed26e8) }
var fileDescriptor_aab7cc9a69ed26e8 = []byte{
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0xd9, 0x3e, 0x80, 0xd9, 0xd4, 0x8b, 0x13, 0xb9, 0x54, 0xe5, 0xcf, 0x52, 0x0e, 0xdb, 0xfd, 0x53,
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0x03, 0x35, 0x12, 0xa6, 0x84, 0x16, 0xf3, 0x88, 0x4c, 0xff, 0xdf, 0xa7, 0xfd, 0xca, 0x64, 0x7f,
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0x2d, 0x00, 0x00, 0xff, 0xff, 0x8f, 0xa9, 0xd4, 0xdf, 0xc7, 0x3b, 0x00, 0x00,
}
// Reference imports to suppress errors if they are not otherwise used.

View File

@ -23,6 +23,7 @@ import (
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/ratelimitutil"
"github.com/milvus-io/milvus/internal/util/typeutil"
@ -62,20 +63,20 @@ func getQuotaMetrics() (*metricsinfo.ProxyQuotaMetrics, error) {
// getProxyMetrics get metrics of Proxy, not including the topological metrics of Query cluster and Data cluster.
func getProxyMetrics(ctx context.Context, request *milvuspb.GetMetricsRequest, node *Proxy) (*milvuspb.GetMetricsResponse, error) {
totalMem := metricsinfo.GetMemoryCount()
usedMem := metricsinfo.GetUsedMemoryCount()
totalMem := hardware.GetMemoryCount()
usedMem := hardware.GetUsedMemoryCount()
quotaMetrics, err := getQuotaMetrics()
if err != nil {
return nil, err
}
hardwareMetrics := metricsinfo.HardwareMetrics{
IP: node.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: totalMem,
MemoryUsage: usedMem,
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
}
quotaMetrics.Hms = hardwareMetrics
@ -138,12 +139,12 @@ func getSystemInfoMetrics(
Name: proxyRoleName,
HardwareInfos: metricsinfo.HardwareMetrics{
IP: node.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
Memory: metricsinfo.GetMemoryCount(),
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: hardware.GetMemoryCount(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.ProxyCfg.CreatedTime.String(),

View File

@ -21,19 +21,18 @@ import (
"errors"
"fmt"
"github.com/milvus-io/milvus/internal/proto/indexpb"
"go.uber.org/zap"
"github.com/milvus-io/milvus/internal/common"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/api/schemapb"
"github.com/milvus-io/milvus/internal/common"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/proto/indexpb"
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/internal/util/funcutil"
"github.com/milvus-io/milvus/internal/util/indexparamcheck"
"github.com/milvus-io/milvus/internal/util/indexparams"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -144,6 +143,18 @@ func (cit *createIndexTask) parseIndexParams() error {
return fmt.Errorf("IndexType not specified")
}
}
indexType, exist := indexParamsMap[common.IndexTypeKey]
if !exist {
return fmt.Errorf("IndexType not specified")
}
if indexType == indexparamcheck.IndexDISKANN {
err := indexparams.FillDiskIndexParams(&Params, indexParamsMap)
if err != nil {
return err
}
}
err := checkTrain(cit.fieldSchema, indexParamsMap)
if err != nil {
return err

View File

@ -34,6 +34,7 @@ import (
"github.com/milvus-io/milvus/internal/querycoordv2/session"
"github.com/milvus-io/milvus/internal/querycoordv2/task"
"github.com/milvus-io/milvus/internal/querycoordv2/utils"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
"github.com/milvus-io/milvus/internal/util/uniquegenerator"
@ -142,12 +143,12 @@ func (s *Server) getSystemInfoMetrics(
Name: metricsinfo.ConstructComponentName(typeutil.QueryCoordRole, Params.QueryCoordCfg.GetNodeID()),
HardwareInfos: metricsinfo.HardwareMetrics{
IP: s.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
Memory: metricsinfo.GetMemoryCount(),
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: hardware.GetMemoryCount(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.QueryCoordCfg.CreatedTime.String(),

View File

@ -191,6 +191,7 @@ func (broker *CoordinatorBroker) GetIndexInfo(ctx context.Context, collectionID
IndexFilePaths: info.GetIndexFilePaths(),
IndexSize: int64(info.GetSerializedSize()),
IndexVersion: info.GetIndexVersion(),
NumRows: info.GetNumRows(),
}
indexes = append(indexes, indexInfo)

View File

@ -25,6 +25,12 @@ package querynode
import "C"
import (
"encoding/json"
"fmt"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/util/funcutil"
"github.com/milvus-io/milvus/internal/util/indexparams"
"go.uber.org/zap"
"path/filepath"
"unsafe"
@ -95,8 +101,19 @@ func (li *LoadIndexInfo) appendLoadIndexInfo(bytesIndex [][]byte, indexInfo *que
return err
}
for _, param := range indexInfo.IndexParams {
err = li.appendIndexParam(param.Key, param.Value)
// some build params also exist in indexParams, which are useless during loading process
indexParams := funcutil.KeyValuePair2Map(indexInfo.IndexParams)
indexparams.SetDiskIndexLoadParams(indexParams, indexInfo.GetNumRows())
jsonIndexParams, err := json.Marshal(indexParams)
if err != nil {
err = fmt.Errorf("failed to json marshal index params %w", err)
return err
}
log.Info("start append index params", zap.String("index params", string(jsonIndexParams)))
for key, value := range indexParams {
err = li.appendIndexParam(key, value)
if err != nil {
return err
}

View File

@ -22,6 +22,7 @@ import (
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/ratelimitutil"
"github.com/milvus-io/milvus/internal/util/typeutil"
@ -86,8 +87,8 @@ func getQuotaMetrics(node *QueryNode) (*metricsinfo.QueryNodeQuotaMetrics, error
// getSystemInfoMetrics returns metrics info of QueryNode
func getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest, node *QueryNode) (*milvuspb.GetMetricsResponse, error) {
usedMem := metricsinfo.GetUsedMemoryCount()
totalMem := metricsinfo.GetMemoryCount()
usedMem := hardware.GetUsedMemoryCount()
totalMem := hardware.GetMemoryCount()
quotaMetrics, err := getQuotaMetrics(node)
if err != nil {
@ -101,12 +102,12 @@ func getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest,
}
hardwareInfos := metricsinfo.HardwareMetrics{
IP: node.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: totalMem,
MemoryUsage: usedMem,
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
}
quotaMetrics.Hms = hardwareInfos

View File

@ -42,8 +42,8 @@ import (
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/internal/util/concurrency"
"github.com/milvus-io/milvus/internal/util/funcutil"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/indexparamcheck"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/timerecord"
)
@ -245,12 +245,19 @@ func (loader *segmentLoader) loadFiles(ctx context.Context, segment *Segment,
for _, fieldBinlog := range loadInfo.BinlogPaths {
fieldID := fieldBinlog.FieldID
// check num rows of data meta and index meta are consistent
if indexInfo, ok := fieldID2IndexInfo[fieldID]; ok {
// TODO:: ugly
indexInfo.IndexParams = append(indexInfo.IndexParams, &commonpb.KeyValuePair{
Key: "count",
Value: strconv.FormatInt(loadInfo.NumOfRows, 10),
})
if loadInfo.GetNumOfRows() != indexInfo.GetNumRows() {
err = fmt.Errorf("num rows of segment binlog file %d mismatch with num rows of index file %d",
loadInfo.GetNumOfRows(), indexInfo.GetNumRows())
log.Error("load segment failed, set segment to meta failed",
zap.Int64("collectionID", segment.collectionID),
zap.Int64("partitionID", segment.partitionID),
zap.Int64("segmentID", segment.segmentID),
zap.Int64("indexBuildID", indexInfo.BuildID),
zap.Error(err))
return err
}
fieldInfo := &IndexedFieldInfo{
fieldBinlog: fieldBinlog,
@ -836,8 +843,8 @@ func GetStorageSizeByIndexInfo(indexInfo *querypb.FieldIndexInfo) (uint64, uint6
}
func (loader *segmentLoader) checkSegmentSize(collectionID UniqueID, segmentLoadInfos []*querypb.SegmentLoadInfo, concurrency int) error {
usedMem := metricsinfo.GetUsedMemoryCount()
totalMem := metricsinfo.GetMemoryCount()
usedMem := hardware.GetUsedMemoryCount()
totalMem := hardware.GetMemoryCount()
if len(segmentLoadInfos) < concurrency {
concurrency = len(segmentLoadInfos)
}

View File

@ -32,7 +32,7 @@ import (
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/proto/querypb"
"github.com/milvus-io/milvus/internal/util/funcutil"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
@ -528,7 +528,7 @@ func TestTask_loadSegmentsTask(t *testing.T) {
node, err := genSimpleQueryNode(ctx)
assert.NoError(t, err)
totalRAM := int64(metricsinfo.GetMemoryCount())
totalRAM := int64(hardware.GetMemoryCount())
col, err := node.metaReplica.getCollectionByID(defaultCollectionID)
assert.NoError(t, err)

View File

@ -19,13 +19,15 @@ package rootcoord
import (
"context"
"go.uber.org/zap"
"github.com/milvus-io/milvus/api/commonpb"
"github.com/milvus-io/milvus/api/milvuspb"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/metricsinfo"
"github.com/milvus-io/milvus/internal/util/typeutil"
"go.uber.org/zap"
)
//getComponentConfigurations returns the configurations of rootcoord matching req.Pattern
@ -57,12 +59,12 @@ func (c *Core) getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetric
Name: metricsinfo.ConstructComponentName(typeutil.RootCoordRole, c.session.ServerID),
HardwareInfos: metricsinfo.HardwareMetrics{
IP: c.session.Address,
CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
CPUCoreUsage: metricsinfo.GetCPUUsage(),
Memory: metricsinfo.GetMemoryCount(),
MemoryUsage: metricsinfo.GetUsedMemoryCount(),
Disk: metricsinfo.GetDiskCount(),
DiskUsage: metricsinfo.GetDiskUsage(),
CPUCoreCount: hardware.GetCPUNum(),
CPUCoreUsage: hardware.GetCPUUsage(),
Memory: hardware.GetMemoryCount(),
MemoryUsage: hardware.GetUsedMemoryCount(),
Disk: hardware.GetDiskCount(),
DiskUsage: hardware.GetDiskUsage(),
},
SystemInfo: metricsinfo.DeployMetrics{},
CreatedTime: Params.RootCoordCfg.CreatedTime.String(),

View File

@ -30,85 +30,97 @@ type BigDataIndexExtraParams struct {
}
const (
BuildRatioKey = "build_ratio"
PrepareRatioKey = "prepare_ratio"
BeamWidthRatioKey = "beamwidth_ratio"
BuildRatioKey = "build_ratio"
PrepareRatioKey = "prepare_ratio"
BeamWidthRatioKey = "beamwidth_ratio"
DefaultPGCodeBudgetGBRatio = 0.125
DefaultBuildNumThreadsRatio = 1.0
DefaultSearchCacheBudgetGBRatio = 0.125
DefaultLoadNumThreadRatio = 8.0
DefaultBeamWidthRatio = 4.0
)
func NewBigDataIndexExtraParams() *BigDataIndexExtraParams {
ret := &BigDataIndexExtraParams{
PGCodeBudgetGBRatio: 0.125,
BuildNumThreadsRatio: 1.0,
SearchCacheBudgetGBRatio: 0.125,
LoadNumThreadRatio: 8.0,
BeamWidthRatio: 4.0,
PGCodeBudgetGBRatio: DefaultPGCodeBudgetGBRatio,
BuildNumThreadsRatio: DefaultBuildNumThreadsRatio,
SearchCacheBudgetGBRatio: DefaultSearchCacheBudgetGBRatio,
LoadNumThreadRatio: DefaultLoadNumThreadRatio,
BeamWidthRatio: DefaultBeamWidthRatio,
}
return ret
}
func NewBigDataExtraParamsFromJSON(jsonStr string) *BigDataIndexExtraParams {
func NewBigDataExtraParamsFromJSON(jsonStr string) (*BigDataIndexExtraParams, error) {
buffer := make(map[string]string)
err := json.Unmarshal([]byte(jsonStr), &buffer)
if err != nil {
return NewBigDataIndexExtraParams()
return nil, err
}
return NewBigDataExtraParamsFromMap(buffer)
}
func NewBigDataExtraParamsFromMap(value map[string]string) *BigDataIndexExtraParams {
func NewBigDataExtraParamsFromMap(value map[string]string) (*BigDataIndexExtraParams, error) {
ret := &BigDataIndexExtraParams{}
var err error
buildRatio, ok := value[BuildRatioKey]
if !ok {
ret.PGCodeBudgetGBRatio = 0.125
ret.BuildNumThreadsRatio = 1.0
ret.PGCodeBudgetGBRatio = DefaultPGCodeBudgetGBRatio
ret.BuildNumThreadsRatio = DefaultBuildNumThreadsRatio
} else {
valueMap1 := make(map[string]float64)
err = json.Unmarshal([]byte(buildRatio), &valueMap1)
if err != nil {
ret.PGCodeBudgetGBRatio = 0.125
ret.BuildNumThreadsRatio = 1.0
return ret, err
}
PGCodeBudgetGBRatio, ok := valueMap1["pg_code_budget_gb"]
if !ok {
ret.PGCodeBudgetGBRatio = DefaultPGCodeBudgetGBRatio
} else {
ret.PGCodeBudgetGBRatio = valueMap1["pg_code_budget_gb"]
ret.BuildNumThreadsRatio = valueMap1["num_threads"]
ret.PGCodeBudgetGBRatio = PGCodeBudgetGBRatio
}
BuildNumThreadsRatio, ok := valueMap1["num_threads"]
if !ok {
ret.BuildNumThreadsRatio = DefaultBuildNumThreadsRatio
} else {
ret.BuildNumThreadsRatio = BuildNumThreadsRatio
}
}
prepareRatio, ok := value[PrepareRatioKey]
if !ok {
ret.SearchCacheBudgetGBRatio = 0.125
ret.LoadNumThreadRatio = 8
ret.SearchCacheBudgetGBRatio = DefaultSearchCacheBudgetGBRatio
ret.LoadNumThreadRatio = DefaultLoadNumThreadRatio
} else {
valueMap2 := make(map[string]float64)
err = json.Unmarshal([]byte(prepareRatio), &valueMap2)
if err != nil {
ret.SearchCacheBudgetGBRatio = 0.125
ret.LoadNumThreadRatio = 8
return ret, err
}
SearchCacheBudgetGBRatio, ok := valueMap2["search_cache_budget_gb"]
if !ok {
ret.SearchCacheBudgetGBRatio = DefaultSearchCacheBudgetGBRatio
} else {
SearchCacheBudgetGBRatio, ok := valueMap2["search_cache_budget_gb"]
if !ok {
ret.SearchCacheBudgetGBRatio = 0.125
} else {
ret.SearchCacheBudgetGBRatio = SearchCacheBudgetGBRatio
}
LoadNumThreadRatio, ok := valueMap2["num_threads"]
if !ok {
ret.LoadNumThreadRatio = 8
} else {
ret.LoadNumThreadRatio = LoadNumThreadRatio
}
ret.SearchCacheBudgetGBRatio = SearchCacheBudgetGBRatio
}
LoadNumThreadRatio, ok := valueMap2["num_threads"]
if !ok {
ret.LoadNumThreadRatio = DefaultLoadNumThreadRatio
} else {
ret.LoadNumThreadRatio = LoadNumThreadRatio
}
}
beamWidthRatioStr, ok := value[BeamWidthRatioKey]
if !ok {
ret.BeamWidthRatio = 4.0
ret.BeamWidthRatio = DefaultBeamWidthRatio
} else {
beamWidthRatio, err := strconv.ParseFloat(beamWidthRatioStr, 64)
if err != nil {
ret.BeamWidthRatio = 4.0
ret.BeamWidthRatio = DefaultBeamWidthRatio
} else {
ret.BeamWidthRatio = beamWidthRatio
}
}
return ret
return ret, nil
}

View File

@ -27,7 +27,8 @@ func TestBigDataIndex_parse(t *testing.T) {
mapString := make(map[string]string)
mapString[BuildRatioKey] = "{\"pg_code_budget_gb\": 0.125, \"num_threads\": 1}"
mapString[PrepareRatioKey] = "{\"search_cache_budget_gb\": 0.225, \"num_threads\": 8}"
extraParams := NewBigDataExtraParamsFromMap(mapString)
extraParams, err := NewBigDataExtraParamsFromMap(mapString)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -37,7 +38,8 @@ func TestBigDataIndex_parse(t *testing.T) {
t.Run("parse with partial", func(t *testing.T) {
mapString := make(map[string]string)
mapString[PrepareRatioKey] = "{\"search_cache_budget_gb\": 0.225, \"num_threads\": 8}"
extraParams := NewBigDataExtraParamsFromMap(mapString)
extraParams, err := NewBigDataExtraParamsFromMap(mapString)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -46,7 +48,8 @@ func TestBigDataIndex_parse(t *testing.T) {
t.Run("parse with empty", func(t *testing.T) {
mapString := make(map[string]string)
extraParams := NewBigDataExtraParamsFromMap(mapString)
extraParams, err := NewBigDataExtraParamsFromMap(mapString)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -54,7 +57,8 @@ func TestBigDataIndex_parse(t *testing.T) {
})
t.Run("parse with nil", func(t *testing.T) {
extraParams := NewBigDataExtraParamsFromMap(nil)
extraParams, err := NewBigDataExtraParamsFromMap(nil)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -69,7 +73,8 @@ func TestBigDataIndex_parse(t *testing.T) {
"beamwidth_ratio": "8.0"
}
`
extraParams := NewBigDataExtraParamsFromJSON(jsonStr)
extraParams, err := NewBigDataExtraParamsFromJSON(jsonStr)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -83,7 +88,8 @@ func TestBigDataIndex_parse(t *testing.T) {
"build_ratio": "{\"pg_code_budget_gb\": 0.125, \"num_threads\": 1}"
}
`
extraParams := NewBigDataExtraParamsFromJSON(jsonStr)
extraParams, err := NewBigDataExtraParamsFromJSON(jsonStr)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -96,7 +102,8 @@ func TestBigDataIndex_parse(t *testing.T) {
{
}
`
extraParams := NewBigDataExtraParamsFromJSON(jsonStr)
extraParams, err := NewBigDataExtraParamsFromJSON(jsonStr)
assert.NoError(t, err)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
@ -109,24 +116,15 @@ func TestBigDataIndex_parse(t *testing.T) {
{ x
}
`
extraParams := NewBigDataExtraParamsFromJSON(jsonStr)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
assert.Equal(t, 0.125, extraParams.SearchCacheBudgetGBRatio)
assert.Equal(t, 4.0, extraParams.BeamWidthRatio)
_, err := NewBigDataExtraParamsFromJSON(jsonStr)
assert.Error(t, err)
})
t.Run("new from json invalid1", func(t *testing.T) {
jsonStr := `
""
`
extraParams := NewBigDataExtraParamsFromJSON(jsonStr)
assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
assert.Equal(t, 8.0, extraParams.LoadNumThreadRatio)
assert.Equal(t, 0.125, extraParams.PGCodeBudgetGBRatio)
assert.Equal(t, 0.125, extraParams.SearchCacheBudgetGBRatio)
assert.Equal(t, 4.0, extraParams.BeamWidthRatio)
_, err := NewBigDataExtraParamsFromJSON(jsonStr)
assert.Error(t, err)
})
}

View File

@ -109,7 +109,7 @@ func ParseIndexParamsMap(mStr string) (map[string]string, error) {
buffer := make(map[string]interface{})
err := json.Unmarshal([]byte(mStr), &buffer)
if err != nil {
return nil, errors.New("unmarshal params failed")
return nil, fmt.Errorf("unmarshal params failed, %w", err)
}
ret := make(map[string]string)
for key, value := range buffer {

View File

@ -9,7 +9,7 @@
// 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.
package metricsinfo
package hardware
import (
"errors"

View File

@ -9,7 +9,7 @@
// 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.
package metricsinfo
package hardware
import (
"errors"

View File

@ -12,7 +12,7 @@
//go:build linux
// +build linux
package metricsinfo
package hardware
import (
"testing"

View File

@ -9,7 +9,7 @@
// 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.
package metricsinfo
package hardware
import (
"errors"

View File

@ -9,16 +9,21 @@
// 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.
package metricsinfo
package hardware
import (
"flag"
syslog "log"
"runtime"
"sync"
"github.com/shirou/gopsutil/v3/cpu"
"github.com/shirou/gopsutil/v3/mem"
"go.uber.org/automaxprocs/maxprocs"
"go.uber.org/zap"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/util/typeutil"
)
var (
@ -27,16 +32,24 @@ var (
icErr error
)
// GetCPUCoreCount returns the count of cpu core.
func GetCPUCoreCount(logical bool) int {
c, err := cpu.Counts(logical)
if err != nil {
log.Warn("failed to get cpu counts",
zap.Error(err))
return 0
// Initialize maxprocs
func InitMaxprocs(serverType string, flags *flag.FlagSet) {
if serverType == typeutil.EmbeddedRole {
// Initialize maxprocs while discarding log.
maxprocs.Set(maxprocs.Logger(nil))
} else {
// Initialize maxprocs.
maxprocs.Set(maxprocs.Logger(syslog.Printf))
}
}
return c
// GetCPUNum returns the count of cpu core.
func GetCPUNum() int {
cur := runtime.GOMAXPROCS(0)
if cur <= 0 {
cur = runtime.NumCPU()
}
return cur
}
// GetCPUUsage returns the cpu usage in percentage.
@ -120,6 +133,11 @@ func GetUsedMemoryCount() uint64 {
return stats.Used
}
// GetFreeMemoryCount returns the free memory in bytes.
func GetFreeMemoryCount() uint64 {
return GetMemoryCount() - GetUsedMemoryCount()
}
// TODO(dragondriver): not accurate to calculate disk usage when we use distributed storage
// GetDiskCount returns the disk count in bytes.

View File

@ -9,7 +9,7 @@
// 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.
package metricsinfo
package hardware
import (
"testing"
@ -22,10 +22,7 @@ import (
func Test_GetCPUCoreCount(t *testing.T) {
log.Info("TestGetCPUCoreCount",
zap.Int("physical CPUCoreCount", GetCPUCoreCount(false)))
log.Info("TestGetCPUCoreCount",
zap.Int("logical CPUCoreCount", GetCPUCoreCount(true)))
zap.Int("physical CPUCoreCount", GetCPUNum()))
}
func Test_GetCPUUsage(t *testing.T) {

View File

@ -0,0 +1,186 @@
// 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.
package indexparams
import (
"fmt"
"strconv"
"unsafe"
"github.com/milvus-io/milvus/internal/util/hardware"
"github.com/milvus-io/milvus/internal/util/paramtable"
)
const (
PQCodeBudgetRatioKey = "pq_code_budget_gb_ratio"
NumBuildThreadRatioKey = "num_build_thread_ratio"
SearchCacheBudgetRatioKey = "search_cache_budget_gb_ratio"
NumLoadThreadRatioKey = "num_load_thread_ratio"
BeamWidthRatioKey = "beamwidth_ratio"
MaxDegreeKey = "max_degree"
SearchListSizeKey = "search_list_size"
PQCodeBudgetKey = "pq_code_budget_gb"
BuildDramBudgetKey = "build_dram_budget_gb"
NumBuildThreadKey = "num_build_thread"
SearchCacheBudgetKey = "search_cache_budget_gb"
NumLoadThreadKey = "num_load_thread"
BeamWidthKey = "beamwidth"
MaxLoadThread = 64
MaxBeamWidth = 16
)
func getRowDataSizeOfFloatVector(numRows int64, dim int64) int64 {
var floatValue float32
/* #nosec G103 */
return int64(unsafe.Sizeof(floatValue)) * dim * numRows
}
// FillDiskIndexParams fill ratio params to index param on proxy node
// Which will be used to calculate build and load params
func FillDiskIndexParams(params *paramtable.ComponentParam, indexParams map[string]string) error {
maxDegree := strconv.FormatInt(params.CommonCfg.MaxDegree, 10)
searchListSize := strconv.FormatInt(params.CommonCfg.SearchListSize, 10)
pgCodeBudgetGBRatio := params.CommonCfg.PGCodeBudgetGBRatio
buildNumThreadsRatio := params.CommonCfg.BuildNumThreadsRatio
searchCacheBudgetGBRatio := params.CommonCfg.SearchCacheBudgetGBRatio
loadNumThreadRatio := params.CommonCfg.LoadNumThreadRatio
beamWidthRatio := params.CommonCfg.BeamWidthRatio
if params.AutoIndexConfig.Enable {
var ok bool
maxDegree, ok = params.AutoIndexConfig.IndexParams[MaxDegreeKey]
if !ok {
return fmt.Errorf("index param max_degree not exist")
}
searchListSize, ok = params.AutoIndexConfig.IndexParams[SearchListSizeKey]
if !ok {
return fmt.Errorf("index param search_list_size not exist")
}
pgCodeBudgetGBRatio = params.AutoIndexConfig.BigDataExtraParams.PGCodeBudgetGBRatio
buildNumThreadsRatio = params.AutoIndexConfig.BigDataExtraParams.BuildNumThreadsRatio
searchCacheBudgetGBRatio = params.AutoIndexConfig.BigDataExtraParams.SearchCacheBudgetGBRatio
loadNumThreadRatio = params.AutoIndexConfig.BigDataExtraParams.LoadNumThreadRatio
beamWidthRatio = params.AutoIndexConfig.BigDataExtraParams.BeamWidthRatio
}
indexParams[MaxDegreeKey] = maxDegree
indexParams[SearchListSizeKey] = searchListSize
indexParams[PQCodeBudgetRatioKey] = fmt.Sprintf("%f", pgCodeBudgetGBRatio)
indexParams[NumBuildThreadRatioKey] = fmt.Sprintf("%f", buildNumThreadsRatio)
indexParams[SearchCacheBudgetRatioKey] = fmt.Sprintf("%f", searchCacheBudgetGBRatio)
indexParams[NumLoadThreadRatioKey] = fmt.Sprintf("%f", loadNumThreadRatio)
indexParams[BeamWidthRatioKey] = fmt.Sprintf("%f", beamWidthRatio)
return nil
}
// SetDiskIndexBuildParams set index build params with ratio params on indexNode
// IndexNode cal build param with ratio params and cpu count, memory count...
func SetDiskIndexBuildParams(indexParams map[string]string, numRows int64) error {
dimStr, ok := indexParams["dim"]
if !ok {
// type param dim has been put into index params before build index
return fmt.Errorf("type param dim not exist")
}
dim, err := strconv.ParseInt(dimStr, 10, 64)
if err != nil {
return err
}
pgCodeBudgetGBRatioStr, ok := indexParams[PQCodeBudgetRatioKey]
if !ok {
return fmt.Errorf("index param pgCodeBudgetGBRatio not exist")
}
pgCodeBudgetGBRatio, err := strconv.ParseFloat(pgCodeBudgetGBRatioStr, 64)
if err != nil {
return err
}
buildNumThreadsRatioStr, ok := indexParams[NumBuildThreadRatioKey]
if !ok {
return fmt.Errorf("index param buildNumThreadsRatio not exist")
}
buildNumThreadsRatio, err := strconv.ParseFloat(buildNumThreadsRatioStr, 64)
if err != nil {
return err
}
indexParams[PQCodeBudgetKey] = fmt.Sprintf("%f",
float32(getRowDataSizeOfFloatVector(numRows, dim))*float32(pgCodeBudgetGBRatio)/(1<<30))
indexParams[NumBuildThreadKey] = strconv.Itoa(int(float32(hardware.GetCPUNum()) * float32(buildNumThreadsRatio)))
indexParams[BuildDramBudgetKey] = fmt.Sprintf("%f", float32(hardware.GetFreeMemoryCount())/(1<<30))
return nil
}
// SetDiskIndexLoadParams set disk index load params with ratio params on queryNode
// QueryNode cal load params with ratio params ans cpu count...
func SetDiskIndexLoadParams(indexParams map[string]string, numRows int64) error {
dimStr, ok := indexParams["dim"]
if !ok {
// type param dim has been put into index params before build index
return fmt.Errorf("type param dim not exist")
}
dim, err := strconv.ParseInt(dimStr, 10, 64)
if err != nil {
return err
}
searchCacheBudgetGBRatioStr, ok := indexParams[SearchCacheBudgetRatioKey]
if !ok {
return fmt.Errorf("index param searchCacheBudgetGBRatio not exist")
}
searchCacheBudgetGBRatio, err := strconv.ParseFloat(searchCacheBudgetGBRatioStr, 64)
if err != nil {
return err
}
loadNumThreadRatioStr, ok := indexParams[NumLoadThreadRatioKey]
if !ok {
return fmt.Errorf("index param loadNumThreadRatio not exist")
}
loadNumThreadRatio, err := strconv.ParseFloat(loadNumThreadRatioStr, 64)
if err != nil {
return err
}
beamWidthRatioStr, ok := indexParams[BeamWidthRatioKey]
if !ok {
return fmt.Errorf("index param beamWidthRatio not exist")
}
beamWidthRatio, err := strconv.ParseFloat(beamWidthRatioStr, 64)
if err != nil {
return err
}
indexParams[SearchCacheBudgetKey] = fmt.Sprintf("%f",
float32(getRowDataSizeOfFloatVector(numRows, dim))*float32(searchCacheBudgetGBRatio)/(1<<30))
numLoadThread := int(float32(hardware.GetCPUNum()) * float32(loadNumThreadRatio))
if numLoadThread > MaxLoadThread {
numLoadThread = MaxLoadThread
}
indexParams[NumLoadThreadKey] = strconv.Itoa(numLoadThread)
beamWidth := int(float32(hardware.GetCPUNum()) * float32(beamWidthRatio))
if beamWidth > MaxBeamWidth {
beamWidth = MaxBeamWidth
}
indexParams[BeamWidthKey] = strconv.Itoa(beamWidth)
return nil
}

View File

@ -0,0 +1,139 @@
// 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.
package indexparams
import (
"strconv"
"testing"
"github.com/stretchr/testify/assert"
"github.com/milvus-io/milvus/internal/util/autoindex"
"github.com/milvus-io/milvus/internal/util/paramtable"
)
func TestDiskIndexParams(t *testing.T) {
t.Run("fill index params without auto index param", func(t *testing.T) {
var params paramtable.ComponentParam
params.Init()
indexParams := make(map[string]string)
err := FillDiskIndexParams(&params, indexParams)
assert.NoError(t, err)
pgCodeBudgetGBRatio, err := strconv.ParseFloat(indexParams[PQCodeBudgetRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 0.125, pgCodeBudgetGBRatio)
buildNumThreadsRatio, err := strconv.ParseFloat(indexParams[NumBuildThreadRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 1.0, buildNumThreadsRatio)
searchCacheBudgetGBRatio, err := strconv.ParseFloat(indexParams[SearchCacheBudgetRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 0.125, searchCacheBudgetGBRatio)
loadNumThreadRatio, err := strconv.ParseFloat(indexParams[NumLoadThreadRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 8.0, loadNumThreadRatio)
beamWidthRatio, err := strconv.ParseFloat(indexParams[BeamWidthRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 4.0, beamWidthRatio)
})
t.Run("fill index params with auto index", func(t *testing.T) {
var params paramtable.ComponentParam
params.AutoIndexConfig.Enable = true
mapString := make(map[string]string)
mapString[autoindex.BuildRatioKey] = "{\"pg_code_budget_gb\": 0.125, \"num_threads\": 1}"
mapString[autoindex.PrepareRatioKey] = "{\"search_cache_budget_gb\": 0.225, \"num_threads\": 4}"
extraParams, err := autoindex.NewBigDataExtraParamsFromMap(mapString)
assert.NoError(t, err)
params.AutoIndexConfig.BigDataExtraParams = extraParams
params.AutoIndexConfig.IndexParams = make(map[string]string)
params.AutoIndexConfig.IndexParams["max_degree"] = "56"
params.AutoIndexConfig.IndexParams["search_list_size"] = "100"
params.AutoIndexConfig.IndexParams["index_type"] = "DISKANN"
indexParams := make(map[string]string)
err = FillDiskIndexParams(&params, indexParams)
assert.NoError(t, err)
pgCodeBudgetGBRatio, err := strconv.ParseFloat(indexParams[PQCodeBudgetRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 0.125, pgCodeBudgetGBRatio)
buildNumThreadsRatio, err := strconv.ParseFloat(indexParams[NumBuildThreadRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 1.0, buildNumThreadsRatio)
searchCacheBudgetGBRatio, err := strconv.ParseFloat(indexParams[SearchCacheBudgetRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 0.225, searchCacheBudgetGBRatio)
loadNumThreadRatio, err := strconv.ParseFloat(indexParams[NumLoadThreadRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 4.0, loadNumThreadRatio)
beamWidthRatio, err := strconv.ParseFloat(indexParams[BeamWidthRatioKey], 64)
assert.NoError(t, err)
assert.Equal(t, 4.0, beamWidthRatio)
})
t.Run("set disk index build params", func(t *testing.T) {
indexParams := make(map[string]string)
indexParams[PQCodeBudgetRatioKey] = "0.125"
indexParams[NumBuildThreadRatioKey] = "1.0"
err := SetDiskIndexBuildParams(indexParams, 100)
assert.Error(t, err)
indexParams["dim"] = "128"
err = SetDiskIndexBuildParams(indexParams, 100)
assert.NoError(t, err)
_, ok := indexParams[PQCodeBudgetKey]
assert.True(t, ok)
_, ok = indexParams[BuildDramBudgetKey]
assert.True(t, ok)
_, ok = indexParams[NumBuildThreadKey]
assert.True(t, ok)
})
t.Run("set disk index load params", func(t *testing.T) {
indexParams := make(map[string]string)
indexParams[SearchCacheBudgetRatioKey] = "0.125"
indexParams[NumLoadThreadRatioKey] = "8.0"
indexParams[BeamWidthRatioKey] = "4.0"
err := SetDiskIndexLoadParams(indexParams, 100)
assert.Error(t, err)
indexParams["dim"] = "128"
err = SetDiskIndexLoadParams(indexParams, 100)
assert.NoError(t, err)
_, ok := indexParams[SearchCacheBudgetKey]
assert.True(t, ok)
_, ok = indexParams[NumLoadThreadKey]
assert.True(t, ok)
_, ok = indexParams[BeamWidthKey]
assert.True(t, ok)
})
}

View File

@ -92,7 +92,12 @@ func (p *autoIndexConfig) parseBuildParams(paramsStr string) {
}
func (p *autoIndexConfig) parseExtraParams(paramsStr string) {
p.BigDataExtraParams = autoindex.NewBigDataExtraParamsFromJSON(paramsStr)
var err error
p.BigDataExtraParams, err = autoindex.NewBigDataExtraParamsFromJSON(paramsStr)
if err != nil {
err2 := fmt.Errorf("parse auto index extra params failed:%w", err)
panic(err2)
}
}
func (p *autoIndexConfig) parseSearchParams(paramsStr string) {

View File

@ -21,9 +21,10 @@ import (
"strconv"
"testing"
"github.com/stretchr/testify/assert"
"github.com/milvus-io/milvus/internal/common"
"github.com/milvus-io/milvus/internal/util/autoindex"
"github.com/stretchr/testify/assert"
)
const (

View File

@ -37,6 +37,14 @@ const (
DefaultSessionTTL = 60 //s
DefaultSessionRetryTimes = 30
DefaultMaxDegree = 56
DefaultSearchListSize = 100
DefaultPGCodeBudgetGBRatio = 0.125
DefaultBuildNumThreadsRatio = 1.0
DefaultSearchCacheBudgetGBRatio = 0.125
DefaultLoadNumThreadRatio = 8.0
DefaultBeamWidthRatio = 4.0
)
// ComponentParam is used to quickly and easily access all components' configurations.
@ -134,8 +142,15 @@ type commonConfig struct {
RetentionDuration int64
EntityExpirationTTL time.Duration
IndexSliceSize int64
GracefulTime int64
IndexSliceSize int64
MaxDegree int64
SearchListSize int64
PGCodeBudgetGBRatio float64
BuildNumThreadsRatio float64
SearchCacheBudgetGBRatio float64
LoadNumThreadRatio float64
BeamWidthRatio float64
GracefulTime int64
StorageType string
SimdType string
@ -179,6 +194,13 @@ func (p *commonConfig) init(base *BaseTable) {
p.initSimdType()
p.initIndexSliceSize()
p.initMaxDegree()
p.initSearchListSize()
p.initPGCodeBudgetGBRatio()
p.initBuildNumThreadsRatio()
p.initSearchCacheBudgetGBRatio()
p.initLoadNumThreadRatio()
p.initBeamWidthRatio()
p.initGracefulTime()
p.initStorageType()
@ -379,6 +401,34 @@ func (p *commonConfig) initIndexSliceSize() {
p.IndexSliceSize = p.Base.ParseInt64WithDefault("common.indexSliceSize", DefaultIndexSliceSize)
}
func (p *commonConfig) initPGCodeBudgetGBRatio() {
p.PGCodeBudgetGBRatio = p.Base.ParseFloatWithDefault("common.DiskIndex.PGCodeBudgetGBRatio", DefaultPGCodeBudgetGBRatio)
}
func (p *commonConfig) initBuildNumThreadsRatio() {
p.BuildNumThreadsRatio = p.Base.ParseFloatWithDefault("common.DiskIndex.BuildNumThreadsRatio", DefaultBuildNumThreadsRatio)
}
func (p *commonConfig) initSearchCacheBudgetGBRatio() {
p.SearchCacheBudgetGBRatio = p.Base.ParseFloatWithDefault("common.DiskIndex.SearchCacheBudgetGBRatio", DefaultSearchCacheBudgetGBRatio)
}
func (p *commonConfig) initLoadNumThreadRatio() {
p.LoadNumThreadRatio = p.Base.ParseFloatWithDefault("common.DiskIndex.LoadNumThreadRatio", DefaultLoadNumThreadRatio)
}
func (p *commonConfig) initBeamWidthRatio() {
p.BeamWidthRatio = p.Base.ParseFloatWithDefault("common.DiskIndex.BeamWidthRatio", DefaultBeamWidthRatio)
}
func (p *commonConfig) initMaxDegree() {
p.MaxDegree = p.Base.ParseInt64WithDefault("common.DiskIndex.MaxDegree", DefaultMaxDegree)
}
func (p *commonConfig) initSearchListSize() {
p.SearchListSize = p.Base.ParseInt64WithDefault("common.DiskIndex.SearchListSize", DefaultSearchListSize)
}
func (p *commonConfig) initGracefulTime() {
p.GracefulTime = p.Base.ParseInt64WithDefault("common.gracefulTime", DefaultGracefulTime)
}