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>

cmd/milvus/run.go

@@ -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)
 	}

cmd/milvus/stop.go

@@ -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)
 	}

cmd/milvus/util.go

@@ -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)
 

configs/milvus.yaml

@@ -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

internal/core/src/index/Meta.h

@@ -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_LIST_SIZE = "search_list_size";
-constexpr const char* DISK_ANN_SEARCH_DRAM_BUDGET = "search_dram_budget";
+constexpr const char* DISK_ANN_PQ_CODE_BUDGET = "pq_code_budget_gb";
-constexpr const char* DISK_ANN_BUILD_DRAM_BUDGET = "build_dram_budget";
+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* DISK_ANN_LOAD_THREAD_NUM = "num_load_thread";
-constexpr const char* NUM_ROW_OF_RAW_DATA = "count";
+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";
 

internal/core/src/index/VectorDiskIndex.cpp

@@ -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;
+    query_config.beamwidth = search_beamwidth_;
-    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();
-    }
 
     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);
+    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_BUILD_LIST) + "is empty");
+    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);
+    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_SEARCH_DRAM_BUDGET) + "is empty");
+    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);
+    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_BYTES) + "is empty");
+    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);
+    auto num_threads = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_LOAD_THREAD_NUM);
-    AssertInfo(num_threads.has_value(), "param " + std::string(DISK_ANN_PREPARE_THREAD_NUM) + "is empty");
+    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
+    // get search_cache_budget_gb
-    auto max_degree = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_MAX_DEGREE);
+    auto search_cache_budget_gb = GetValueFromConfig<float>(prepare_config, DISK_ANN_SEARCH_CACHE_BUDGET);
-    AssertInfo(max_degree.has_value(), "param " + std::string(DISK_ANN_MAX_DEGREE) + "is empty");
+    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
+    // update search_beamwidth
-    auto num_rows = GetValueFromConfig<int>(prepare_config, NUM_ROW_OF_RAW_DATA);
+    auto beamwidth = GetValueFromConfig<uint32_t>(prepare_config, DISK_ANN_QUERY_BEAMWIDTH);
-    AssertInfo(num_rows.has_value(), "param " + std::string(NUM_ROW_OF_RAW_DATA) + "is empty");
+    if (beamwidth.has_value()) {
-
+        search_beamwidth_ = beamwidth.value();
-    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;
 
     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_MAX_DEGREE, stoi_closure, std::nullopt);
-    CheckParameter<int>(config, DISK_ANN_BUILD_LIST, stoi_closure, std::optional{128});
+    CheckParameter<int>(config, DISK_ANN_SEARCH_LIST_SIZE, stoi_closure, std::nullopt);
-    CheckParameter<float>(config, DISK_ANN_SEARCH_DRAM_BUDGET, stof_closure, std::optional{0.03});
+    CheckParameter<float>(config, DISK_ANN_PQ_CODE_BUDGET, stof_closure, std::nullopt);
-    CheckParameter<float>(config, DISK_ANN_BUILD_DRAM_BUDGET, stof_closure, std::optional{32});
+    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, DISK_ANN_LOAD_THREAD_NUM, stoi_closure, std::optional{8});
-    CheckParameter<int>(config, NUM_ROW_OF_RAW_DATA, stoi_closure, std::nullopt);
+    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::nullopt);
-    // CheckParameter<int>(config, DISK_ANN_QUERY_BEAMWIDTH, stoi_closure, std::optional{16});
 }
 
 template class VectorDiskAnnIndex<float>;

internal/core/src/index/VectorDiskIndex.h

@@ -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>

internal/core/unittest/test_indexing.cpp

@@ -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());

internal/core/unittest/test_utils/indexbuilder_test_utils.h

@@ -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();

internal/datacoord/metrics_info.go

@@ -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),
+				CPUCoreCount: hardware.GetCPUNum(),
-				CPUCoreUsage: metricsinfo.GetCPUUsage(),
+				CPUCoreUsage: hardware.GetCPUUsage(),
-				Memory:       metricsinfo.GetMemoryCount(),
+				Memory:       hardware.GetMemoryCount(),
-				MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+				MemoryUsage:  hardware.GetUsedMemoryCount(),
-				Disk:         metricsinfo.GetDiskCount(),
+				Disk:         hardware.GetDiskCount(),
-				DiskUsage:    metricsinfo.GetDiskUsage(),
+				DiskUsage:    hardware.GetDiskUsage(),
 			},
 			SystemInfo:  metricsinfo.DeployMetrics{},
 			CreatedTime: Params.DataCoordCfg.CreatedTime.String(),

internal/datanode/metrics_info.go

@@ -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()
+	usedMem := hardware.GetUsedMemoryCount()
-	totalMem := metricsinfo.GetMemoryCount()
+	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),
+		CPUCoreCount: hardware.GetCPUNum(),
-		CPUCoreUsage: metricsinfo.GetCPUUsage(),
+		CPUCoreUsage: hardware.GetCPUUsage(),
 		Memory:       totalMem,
 		MemoryUsage:  usedMem,
-		Disk:         metricsinfo.GetDiskCount(),
+		Disk:         hardware.GetDiskCount(),
-		DiskUsage:    metricsinfo.GetDiskUsage(),
+		DiskUsage:    hardware.GetDiskUsage(),
 	}
 	quotaMetrics.Hms = hardwareMetrics
 

internal/indexcoord/index_coord.go

@@ -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,
 					})
 			}
 		}

internal/indexcoord/metrics_info.go

@@ -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),
+					CPUCoreCount: hardware.GetCPUNum(),
-					CPUCoreUsage: metricsinfo.GetCPUUsage(),
+					CPUCoreUsage: hardware.GetCPUUsage(),
-					Memory:       metricsinfo.GetMemoryCount(),
+					Memory:       hardware.GetMemoryCount(),
-					MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+					MemoryUsage:  hardware.GetUsedMemoryCount(),
-					Disk:         metricsinfo.GetDiskCount(),
+					Disk:         hardware.GetDiskCount(),
-					DiskUsage:    metricsinfo.GetDiskUsage(),
+					DiskUsage:    hardware.GetDiskUsage(),
 				},
 				SystemInfo:  metricsinfo.DeployMetrics{},
 				CreatedTime: Params.IndexCoordCfg.CreatedTime.String(),

internal/indexnode/indexnode_mock.go

@@ -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),
+				CPUCoreCount: hardware.GetCPUNum(),
-				CPUCoreUsage: metricsinfo.GetCPUUsage(),
+				CPUCoreUsage: hardware.GetCPUUsage(),
 				Memory:       1000,
-				MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+				MemoryUsage:  hardware.GetUsedMemoryCount(),
-				Disk:         metricsinfo.GetDiskCount(),
+				Disk:         hardware.GetDiskCount(),
-				DiskUsage:    metricsinfo.GetDiskUsage(),
+				DiskUsage:    hardware.GetDiskUsage(),
 			},
 			SystemInfo:  metricsinfo.DeployMetrics{},
 			CreatedTime: Params.IndexNodeCfg.CreatedTime.String(),

internal/indexnode/metrics_info.go

@@ -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),
+				CPUCoreCount: hardware.GetCPUNum(),
-				CPUCoreUsage: metricsinfo.GetCPUUsage(),
+				CPUCoreUsage: hardware.GetCPUUsage(),
-				Memory:       metricsinfo.GetMemoryCount(),
+				Memory:       hardware.GetMemoryCount(),
-				MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+				MemoryUsage:  hardware.GetUsedMemoryCount(),
-				Disk:         metricsinfo.GetDiskCount(),
+				Disk:         hardware.GetDiskCount(),
-				DiskUsage:    metricsinfo.GetDiskUsage(),
+				DiskUsage:    hardware.GetDiskUsage(),
 			},
 			SystemInfo:  metricsinfo.DeployMetrics{},
 			CreatedTime: Params.IndexNodeCfg.CreatedTime.String(),

internal/indexnode/task.go

@@ -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))

internal/mq/mqimpl/rocksmq/server/rocksmq_impl.go

@@ -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 {

internal/proto/index_coord.proto

@@ -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 {

internal/proto/indexpb/index_coord.pb.go

@@ -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{
-	// 2138 bytes of a gzipped FileDescriptorProto
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 }
 
 // Reference imports to suppress errors if they are not otherwise used.

internal/proto/query_coord.proto

@@ -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 {

internal/proto/querypb/query_coord.pb.go

@@ -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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+	0x15, 0xa3, 0x16, 0x96, 0xce, 0x41, 0x45, 0x68, 0x39, 0x81, 0xeb, 0x78, 0xe8, 0xee, 0x61, 0x26,
-	0x56, 0x03, 0x80, 0x35, 0x5d, 0x5c, 0xd7, 0x33, 0x91, 0x0d, 0x68, 0x03, 0x07, 0xa4, 0xa0, 0x74,
+	0x99, 0x0e, 0x0e, 0x54, 0x65, 0xf5, 0x5b, 0x0d, 0x00, 0xd6, 0x74, 0x71, 0x5d, 0xcf, 0x44, 0x36,
-	0x1d, 0x51, 0x0c, 0xfa, 0x68, 0x39, 0xa9, 0x0a, 0xfc, 0x23, 0x3b, 0x91, 0x9f, 0xbe, 0x7d, 0x51,
+	0xa0, 0x0d, 0x1c, 0x90, 0x82, 0xd2, 0x75, 0x44, 0x31, 0xe8, 0xa3, 0xe5, 0xa4, 0x2a, 0xf0, 0x8f,
-	0x3a, 0x3f, 0x35, 0x59, 0x9b, 0x42, 0x43, 0x8a, 0xed, 0x9e, 0x35, 0xc4, 0xf7, 0xac, 0xfe, 0xa3,
+	0xec, 0x44, 0x7e, 0xfa, 0xf6, 0x45, 0xe9, 0xfc, 0xd4, 0x64, 0x6d, 0x0a, 0x0d, 0x29, 0xb6, 0x7b,
-	0xb0, 0x53, 0x93, 0xff, 0xb4, 0x32, 0x35, 0x55, 0xe0, 0xbb, 0x20, 0xc5, 0xd7, 0x09, 0x3c, 0xcb,
+	0xd6, 0x10, 0xdf, 0xb3, 0xfa, 0x8f, 0xc2, 0x4e, 0x4d, 0xfe, 0xab, 0xcb, 0xd4, 0x54, 0x81, 0xef,
-	0x19, 0x88, 0x1c, 0x4c, 0x9b, 0x42, 0x8f, 0x53, 0x0f, 0x3b, 0x05, 0xc2, 0xd5, 0x49, 0xde, 0x72,
+	0x82, 0x14, 0x5f, 0x27, 0xf0, 0x2c, 0x67, 0x20, 0x72, 0x30, 0x6d, 0x0a, 0x3d, 0x4e, 0xbd, 0xf9,
-	0x1e, 0x0d, 0xa5, 0x0d, 0xb3, 0xa9, 0x57, 0xe0, 0x68, 0x49, 0xfe, 0x9c, 0x48, 0xf6, 0x62, 0xbd,
+	0x14, 0x08, 0x57, 0x27, 0x79, 0xe6, 0x79, 0x34, 0x94, 0x36, 0xcc, 0xa6, 0x1e, 0x88, 0xa3, 0x25,
-	0x7d, 0x65, 0xa2, 0xb9, 0x21, 0x36, 0x0b, 0x9a, 0xc9, 0x97, 0xce, 0xe8, 0x9f, 0xf2, 0x36, 0xc8,
+	0xf9, 0x4b, 0x23, 0xd9, 0x63, 0xf6, 0xf6, 0x95, 0x89, 0xe6, 0x86, 0xd8, 0x2c, 0x68, 0x26, 0x1f,
-	0x3c, 0x68, 0x6c, 0x2f, 0x4d, 0x32, 0x35, 0x44, 0xf5, 0x90, 0x29, 0xe8, 0x61, 0xa8, 0xa4, 0x8f,
+	0x41, 0xa3, 0x7f, 0xca, 0xdb, 0x20, 0xf3, 0xd6, 0xb1, 0xbd, 0x34, 0xc9, 0xd4, 0x10, 0xd5, 0x43,
-	0x49, 0xdb, 0x07, 0xa5, 0xbf, 0xda, 0x14, 0xfa, 0x1f, 0x98, 0xcb, 0x3c, 0xbb, 0x44, 0xaf, 0xc8,
+	0xa6, 0xa0, 0x87, 0xa1, 0x92, 0xbe, 0x33, 0x6d, 0x1f, 0x94, 0xfe, 0x6a, 0x53, 0xe8, 0x7f, 0x60,
-	0xbb, 0xf1, 0xf2, 0xd7, 0x99, 0x87, 0x61, 0x78, 0x98, 0x36, 0xaf, 0x7c, 0xea, 0x33, 0x4f, 0x94,
+	0x2e, 0xf3, 0x22, 0x13, 0xbd, 0x22, 0xef, 0xc6, 0xcb, 0x1f, 0x6e, 0x1e, 0x86, 0xe1, 0x61, 0xda,
-	0x27, 0xa7, 0x3e, 0xb6, 0xfd, 0x41, 0xd4, 0x3f, 0x33, 0x86, 0x31, 0x35, 0x9b, 0x74, 0xeb, 0xef,
+	0xbc, 0xf2, 0xa9, 0xcf, 0xbc, 0x5e, 0x9e, 0x9c, 0xfa, 0xd8, 0xf6, 0x07, 0x51, 0xff, 0xcc, 0x18,
-	0x55, 0x19, 0x8a, 0xdc, 0xb7, 0x9f, 0xed, 0xe5, 0x49, 0xa7, 0xc7, 0xb5, 0x2b, 0xf9, 0xbc, 0x50,
+	0xc6, 0xd4, 0x6c, 0xd2, 0xad, 0xbf, 0x57, 0x65, 0x28, 0x72, 0x9f, 0x85, 0xb6, 0x97, 0x27, 0x9d,
-	0xce, 0x34, 0xe9, 0x93, 0x48, 0xb9, 0x76, 0xc9, 0x5f, 0x2b, 0x6a, 0x53, 0xe8, 0x5e, 0xc2, 0xbd,
+	0x1e, 0xd7, 0xae, 0xe4, 0xcb, 0x43, 0x39, 0xd3, 0xa4, 0xaf, 0x25, 0xe5, 0xda, 0x25, 0x7f, 0xc8,
-	0xa2, 0xcb, 0x79, 0xc2, 0x49, 0x5e, 0x08, 0x1c, 0xc6, 0xb7, 0xff, 0x05, 0xc4, 0x6c, 0xc7, 0xd9,
+	0xa8, 0x4d, 0xa1, 0x7b, 0x09, 0xf7, 0x8a, 0x2e, 0xe7, 0x09, 0x27, 0x79, 0x21, 0x70, 0x18, 0xdf,
-	0xb1, 0x06, 0x63, 0xcf, 0x60, 0x8a, 0x95, 0xe7, 0x6e, 0xb2, 0x53, 0x05, 0x9a, 0xd7, 0x9e, 0x61,
+	0xfe, 0x17, 0x10, 0xb3, 0x1d, 0x67, 0xc7, 0x1a, 0x8c, 0x3d, 0x83, 0x29, 0x56, 0x9e, 0xbb, 0xc9,
-	0x45, 0x78, 0xa4, 0x2e, 0xc0, 0x06, 0x0e, 0xee, 0xe2, 0xc0, 0xb3, 0xfa, 0x7e, 0xfa, 0x44, 0x91,
+	0x4e, 0x15, 0x68, 0x5e, 0x7b, 0x86, 0x15, 0xe1, 0x91, 0xba, 0x00, 0x1b, 0x38, 0xb8, 0x8b, 0x03,
-	0x47, 0xe5, 0x13, 0x04, 0xaa, 0x97, 0x0f, 0x9d, 0x17, 0x22, 0xe8, 0x41, 0x6d, 0x03, 0x07, 0x3c,
+	0xcf, 0xea, 0xfb, 0xe9, 0x13, 0x45, 0x1e, 0x95, 0x4f, 0x10, 0xa8, 0x5e, 0x3e, 0x74, 0x5e, 0x88,
-	0xaf, 0xf2, 0x51, 0xee, 0x4a, 0x31, 0x43, 0xa0, 0x58, 0x3c, 0x7c, 0x62, 0xdc, 0x9d, 0xa5, 0x9e,
+	0xa0, 0x07, 0xb5, 0x0d, 0x1c, 0xf0, 0xbc, 0xca, 0x47, 0xb9, 0x2b, 0xc5, 0x0c, 0x81, 0x62, 0xf1,
-	0x5a, 0xa2, 0x5c, 0xc1, 0x66, 0x1f, 0x80, 0xca, 0xdd, 0x59, 0xce, 0xdb, 0x4d, 0x6d, 0x6a, 0xf5,
+	0xf0, 0x89, 0x71, 0x77, 0x96, 0x7a, 0x85, 0x89, 0x72, 0x05, 0x9b, 0x7d, 0x1b, 0x2a, 0x77, 0x67,
-	0xe3, 0x26, 0x54, 0x69, 0x6c, 0x22, 0x81, 0xf4, 0x1f, 0xa1, 0xe9, 0x39, 0x87, 0xa6, 0x0f, 0x60,
+	0x39, 0xcf, 0x3a, 0xb5, 0xa9, 0xd5, 0x8f, 0x9b, 0x50, 0xa5, 0xb1, 0x89, 0x04, 0xd2, 0x7f, 0x84,
-	0x36, 0xf5, 0x6a, 0x4f, 0x2e, 0x4b, 0xf9, 0xd3, 0xbe, 0x09, 0x3c, 0x6c, 0xf2, 0x45, 0x9d, 0xdc,
+	0xa6, 0xe7, 0x1c, 0x9a, 0x3e, 0x80, 0xd9, 0xd4, 0x83, 0x3e, 0xb9, 0x2c, 0xe5, 0xaf, 0xfe, 0x26,
-	0x59, 0x48, 0x5f, 0xdd, 0x1d, 0xb6, 0xf7, 0x03, 0xf6, 0xe0, 0x35, 0x6c, 0x66, 0xbd, 0x9c, 0x5b,
+	0xf0, 0xb0, 0xc9, 0xc7, 0x76, 0x72, 0x67, 0x21, 0x7d, 0x90, 0x77, 0xd8, 0xde, 0x0f, 0xd8, 0x5b,
-	0x76, 0x24, 0xef, 0x3a, 0x3f, 0x7b, 0xcf, 0xfd, 0xc9, 0x47, 0xb6, 0x0f, 0x60, 0x36, 0xf5, 0xe2,
+	0xd8, 0xb0, 0x99, 0xf5, 0x72, 0x6e, 0xd9, 0x91, 0xbc, 0xeb, 0xfc, 0xec, 0x3d, 0xf7, 0x27, 0x1f,
-	0x44, 0x2e, 0x55, 0xf9, 0xb3, 0x94, 0xc3, 0x76, 0xff, 0x14, 0x43, 0x80, 0x09, 0xf3, 0x92, 0xc7,
+	0xd9, 0x3e, 0x80, 0xd9, 0xd4, 0x8b, 0x13, 0xb9, 0x54, 0xe5, 0xcf, 0x52, 0x0e, 0xdb, 0xfd, 0x53,
-	0x00, 0x68, 0x39, 0xaf, 0x2a, 0x91, 0xbf, 0x1a, 0x38, 0xfc, 0x40, 0x8d, 0x84, 0x29, 0xa1, 0xc5,
+	0x0c, 0x01, 0x26, 0xcc, 0x4b, 0x1e, 0x03, 0xa0, 0xe5, 0xbc, 0xaa, 0x44, 0xfe, 0x6a, 0xe0, 0xf0,
-	0x3c, 0x22, 0xd3, 0x7f, 0xea, 0x69, 0xbf, 0x32, 0xd9, 0x3f, 0x80, 0xc2, 0x03, 0x75, 0x60, 0x9a,
+	0x03, 0x35, 0x12, 0xa6, 0x84, 0x16, 0xf3, 0x88, 0x4c, 0xff, 0xdf, 0xa7, 0xfd, 0xca, 0x64, 0x7f,
-	0xbd, 0x43, 0x41, 0x2f, 0xc9, 0x9b, 0x3e, 0xb1, 0x37, 0x2a, 0xed, 0xc3, 0x5e, 0xb2, 0xf8, 0x63,
+	0x0e, 0x0a, 0x0f, 0xd4, 0x81, 0x69, 0xf6, 0x0e, 0x05, 0xbd, 0x24, 0x6f, 0xfa, 0xc4, 0xde, 0xa8,
-	0x3b, 0xf0, 0xe9, 0xa6, 0x65, 0xea, 0x21, 0x91, 0xf4, 0x01, 0x55, 0xfc, 0xf1, 0x48, 0xfb, 0xf0,
+	0xb4, 0x0f, 0x7b, 0xc9, 0xe2, 0x8f, 0xed, 0xc0, 0xa7, 0x9b, 0x96, 0xa9, 0x87, 0x44, 0xd2, 0x07,
-	0xf7, 0x22, 0x62, 0xd3, 0xbf, 0xef, 0x38, 0xf9, 0x14, 0xe6, 0x25, 0xad, 0x5a, 0x94, 0x97, 0x0f,
+	0x54, 0xf1, 0xc7, 0x23, 0xed, 0xc3, 0xdf, 0x8b, 0x88, 0x4d, 0xff, 0xbe, 0xe3, 0xe4, 0x53, 0x98,
-	0xe5, 0x34, 0x89, 0xdb, 0x2b, 0x13, 0xcf, 0x0f, 0x31, 0xff, 0x37, 0xa8, 0xe9, 0x6a, 0x1f, 0x5d,
+	0x97, 0xb4, 0x6a, 0x51, 0x5e, 0x3e, 0x94, 0xd3, 0x24, 0x6e, 0xaf, 0x4c, 0x3c, 0x3f, 0xc4, 0xfc,
-	0xc9, 0xd3, 0x67, 0x19, 0xce, 0x83, 0x95, 0xf9, 0xe6, 0xeb, 0x0f, 0x57, 0x07, 0x56, 0xb0, 0x3b,
+	0xdf, 0xa0, 0xa6, 0xab, 0x7d, 0x74, 0x25, 0x4f, 0x9f, 0x65, 0x38, 0x0f, 0x56, 0xe6, 0x9b, 0xaf,
-	0xee, 0x91, 0x91, 0x15, 0x36, 0xf5, 0x55, 0xcb, 0xe5, 0xbf, 0x56, 0x04, 0xff, 0x57, 0xe8, 0xea,
+	0x3f, 0x5c, 0x1d, 0x58, 0xc1, 0xee, 0xb8, 0x47, 0x46, 0x56, 0xd8, 0xd4, 0x57, 0x2d, 0x97, 0xff,
-	0x15, 0x8a, 0x6a, 0xd4, 0xeb, 0x4d, 0xd3, 0xcf, 0x6b, 0x7f, 0x0b, 0x00, 0x00, 0xff, 0xff, 0x1f,
+	0x5a, 0x11, 0xfc, 0x5f, 0xa1, 0xab, 0x57, 0x28, 0xaa, 0x51, 0xaf, 0x37, 0x4d, 0x3f, 0xaf, 0xfd,
-	0xf2, 0x39, 0xb5, 0xac, 0x3b, 0x00, 0x00,
+	0x2d, 0x00, 0x00, 0xff, 0xff, 0x8f, 0xa9, 0xd4, 0xdf, 0xc7, 0x3b, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.

internal/proxy/metrics_info.go

@@ -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()
+	totalMem := hardware.GetMemoryCount()
-	usedMem := metricsinfo.GetUsedMemoryCount()
+	usedMem := hardware.GetUsedMemoryCount()
 	quotaMetrics, err := getQuotaMetrics()
 	if err != nil {
 		return nil, err
 	}
 	hardwareMetrics := metricsinfo.HardwareMetrics{
 		IP:           node.session.Address,
-		CPUCoreCount: metricsinfo.GetCPUCoreCount(false),
+		CPUCoreCount: hardware.GetCPUNum(),
-		CPUCoreUsage: metricsinfo.GetCPUUsage(),
+		CPUCoreUsage: hardware.GetCPUUsage(),
 		Memory:       totalMem,
 		MemoryUsage:  usedMem,
-		Disk:         metricsinfo.GetDiskCount(),
+		Disk:         hardware.GetDiskCount(),
-		DiskUsage:    metricsinfo.GetDiskUsage(),
+		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),
+					CPUCoreCount: hardware.GetCPUNum(),
-					CPUCoreUsage: metricsinfo.GetCPUUsage(),
+					CPUCoreUsage: hardware.GetCPUUsage(),
-					Memory:       metricsinfo.GetMemoryCount(),
+					Memory:       hardware.GetMemoryCount(),
-					MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+					MemoryUsage:  hardware.GetUsedMemoryCount(),
-					Disk:         metricsinfo.GetDiskCount(),
+					Disk:         hardware.GetDiskCount(),
-					DiskUsage:    metricsinfo.GetDiskUsage(),
+					DiskUsage:    hardware.GetDiskUsage(),
 				},
 				SystemInfo:  metricsinfo.DeployMetrics{},
 				CreatedTime: Params.ProxyCfg.CreatedTime.String(),

internal/proxy/task_index.go

@@ -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

internal/querycoordv2/handlers.go

@@ -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),
+					CPUCoreCount: hardware.GetCPUNum(),
-					CPUCoreUsage: metricsinfo.GetCPUUsage(),
+					CPUCoreUsage: hardware.GetCPUUsage(),
-					Memory:       metricsinfo.GetMemoryCount(),
+					Memory:       hardware.GetMemoryCount(),
-					MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+					MemoryUsage:  hardware.GetUsedMemoryCount(),
-					Disk:         metricsinfo.GetDiskCount(),
+					Disk:         hardware.GetDiskCount(),
-					DiskUsage:    metricsinfo.GetDiskUsage(),
+					DiskUsage:    hardware.GetDiskUsage(),
 				},
 				SystemInfo:  metricsinfo.DeployMetrics{},
 				CreatedTime: Params.QueryCoordCfg.CreatedTime.String(),

internal/querycoordv2/meta/coordinator_broker.go

@@ -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)

internal/querynode/load_index_info.go

@@ -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 {
+	// some build params also exist in indexParams, which are useless during loading process
-		err = li.appendIndexParam(param.Key, param.Value)
+	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
 		}

internal/querynode/metrics_info.go

@@ -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()
+	usedMem := hardware.GetUsedMemoryCount()
-	totalMem := metricsinfo.GetMemoryCount()
+	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),
+		CPUCoreCount: hardware.GetCPUNum(),
-		CPUCoreUsage: metricsinfo.GetCPUUsage(),
+		CPUCoreUsage: hardware.GetCPUUsage(),
 		Memory:       totalMem,
 		MemoryUsage:  usedMem,
-		Disk:         metricsinfo.GetDiskCount(),
+		Disk:         hardware.GetDiskCount(),
-		DiskUsage:    metricsinfo.GetDiskUsage(),
+		DiskUsage:    hardware.GetDiskUsage(),
 	}
 	quotaMetrics.Hms = hardwareInfos
 

internal/querynode/segment_loader.go

@@ -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
+				if loadInfo.GetNumOfRows() != indexInfo.GetNumRows() {
-				indexInfo.IndexParams = append(indexInfo.IndexParams, &commonpb.KeyValuePair{
+					err = fmt.Errorf("num rows of segment binlog file %d mismatch with num rows of index file %d",
-					Key:   "count",
+						loadInfo.GetNumOfRows(), indexInfo.GetNumRows())
-					Value: strconv.FormatInt(loadInfo.NumOfRows, 10),
+					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()
+	usedMem := hardware.GetUsedMemoryCount()
-	totalMem := metricsinfo.GetMemoryCount()
+	totalMem := hardware.GetMemoryCount()
 	if len(segmentLoadInfos) < concurrency {
 		concurrency = len(segmentLoadInfos)
 	}

internal/querynode/task_test.go

@@ -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)

internal/rootcoord/metrics_info.go

@@ -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),
+					CPUCoreCount: hardware.GetCPUNum(),
-					CPUCoreUsage: metricsinfo.GetCPUUsage(),
+					CPUCoreUsage: hardware.GetCPUUsage(),
-					Memory:       metricsinfo.GetMemoryCount(),
+					Memory:       hardware.GetMemoryCount(),
-					MemoryUsage:  metricsinfo.GetUsedMemoryCount(),
+					MemoryUsage:  hardware.GetUsedMemoryCount(),
-					Disk:         metricsinfo.GetDiskCount(),
+					Disk:         hardware.GetDiskCount(),
-					DiskUsage:    metricsinfo.GetDiskUsage(),
+					DiskUsage:    hardware.GetDiskUsage(),
 				},
 				SystemInfo:  metricsinfo.DeployMetrics{},
 				CreatedTime: Params.RootCoordCfg.CreatedTime.String(),

internal/util/autoindex/bigdata_index.go

@@ -33,82 +33,94 @@ const (
 	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,
+		PGCodeBudgetGBRatio:      DefaultPGCodeBudgetGBRatio,
-		BuildNumThreadsRatio:     1.0,
+		BuildNumThreadsRatio:     DefaultBuildNumThreadsRatio,
-		SearchCacheBudgetGBRatio: 0.125,
+		SearchCacheBudgetGBRatio: DefaultSearchCacheBudgetGBRatio,
-		LoadNumThreadRatio:       8.0,
+		LoadNumThreadRatio:       DefaultLoadNumThreadRatio,
-		BeamWidthRatio:           4.0,
+		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.PGCodeBudgetGBRatio = DefaultPGCodeBudgetGBRatio
-		ret.BuildNumThreadsRatio = 1.0
+		ret.BuildNumThreadsRatio = DefaultBuildNumThreadsRatio
 	} else {
 		valueMap1 := make(map[string]float64)
 		err = json.Unmarshal([]byte(buildRatio), &valueMap1)
 		if err != nil {
-			ret.PGCodeBudgetGBRatio = 0.125
+			return ret, err
-			ret.BuildNumThreadsRatio = 1.0
+		}
+
+		PGCodeBudgetGBRatio, ok := valueMap1["pg_code_budget_gb"]
+		if !ok {
+			ret.PGCodeBudgetGBRatio = DefaultPGCodeBudgetGBRatio
 		} else {
-			ret.PGCodeBudgetGBRatio = valueMap1["pg_code_budget_gb"]
+			ret.PGCodeBudgetGBRatio = PGCodeBudgetGBRatio
-			ret.BuildNumThreadsRatio = valueMap1["num_threads"]
+		}
+		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.SearchCacheBudgetGBRatio = DefaultSearchCacheBudgetGBRatio
-		ret.LoadNumThreadRatio = 8
+		ret.LoadNumThreadRatio = DefaultLoadNumThreadRatio
 	} else {
 		valueMap2 := make(map[string]float64)
 		err = json.Unmarshal([]byte(prepareRatio), &valueMap2)
 		if err != nil {
-			ret.SearchCacheBudgetGBRatio = 0.125
+			return ret, err
-			ret.LoadNumThreadRatio = 8
+		}
-		} else {
 		SearchCacheBudgetGBRatio, ok := valueMap2["search_cache_budget_gb"]
 		if !ok {
-				ret.SearchCacheBudgetGBRatio = 0.125
+			ret.SearchCacheBudgetGBRatio = DefaultSearchCacheBudgetGBRatio
 		} else {
 			ret.SearchCacheBudgetGBRatio = SearchCacheBudgetGBRatio
 		}
 		LoadNumThreadRatio, ok := valueMap2["num_threads"]
 		if !ok {
-				ret.LoadNumThreadRatio = 8
+			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
 }

internal/util/autoindex/bigdata_index_test.go

@@ -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)
+		_, err := NewBigDataExtraParamsFromJSON(jsonStr)
-		assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
+		assert.Error(t, err)
-		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)
 	})
 
 	t.Run("new from json invalid1", func(t *testing.T) {
 		jsonStr := `
 				""
 			`
-		extraParams := NewBigDataExtraParamsFromJSON(jsonStr)
+		_, err := NewBigDataExtraParamsFromJSON(jsonStr)
-		assert.Equal(t, 1.0, extraParams.BuildNumThreadsRatio)
+		assert.Error(t, err)
-		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)
 	})
-
 }

internal/util/funcutil/func.go

@@ -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 {

internal/util/hardware/container_darwin.go

@@ -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"

internal/util/hardware/container_linux.go

@@ -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"

internal/util/hardware/container_test_linux.go

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

internal/util/hardware/container_windows.go

@@ -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"

internal/util/hardware/hardware_info.go

@@ -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.
+// Initialize maxprocs
-func GetCPUCoreCount(logical bool) int {
+func InitMaxprocs(serverType string, flags *flag.FlagSet) {
-	c, err := cpu.Counts(logical)
+	if serverType == typeutil.EmbeddedRole {
-	if err != nil {
+		// Initialize maxprocs while discarding log.
-		log.Warn("failed to get cpu counts",
+		maxprocs.Set(maxprocs.Logger(nil))
-			zap.Error(err))
+	} else {
-		return 0
+		// 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.

internal/util/hardware/hardware_info_test.go

@@ -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)))
+		zap.Int("physical CPUCoreCount", GetCPUNum()))
-
-	log.Info("TestGetCPUCoreCount",
-		zap.Int("logical CPUCoreCount", GetCPUCoreCount(true)))
 }
 
 func Test_GetCPUUsage(t *testing.T) {

internal/util/indexparams/disk_index_params.go

@@ -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
+}

internal/util/indexparams/disk_index_params_test.go

@@ -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)
+	})
+}

internal/util/paramtable/autoindex_param.go

@@ -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) {

internal/util/paramtable/autoindex_param_test.go

@@ -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 (

internal/util/paramtable/component_param.go

@@ -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.
@@ -135,6 +143,13 @@ type commonConfig struct {
 	EntityExpirationTTL  time.Duration
 
 	IndexSliceSize           int64
+	MaxDegree                int64
+	SearchListSize           int64
+	PGCodeBudgetGBRatio      float64
+	BuildNumThreadsRatio     float64
+	SearchCacheBudgetGBRatio float64
+	LoadNumThreadRatio       float64
+	BeamWidthRatio           float64
 	GracefulTime             int64
 
 	StorageType 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)
 }