mirror of
https://gitee.com/milvus-io/milvus.git
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436 lines
13 KiB
Go
436 lines
13 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package indexnode
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/*
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#cgo CFLAGS: -I${SRCDIR}/../core/output/include
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#cgo darwin LDFLAGS: -L${SRCDIR}/../core/output/lib -lmilvus_indexbuilder -Wl,-rpath,"${SRCDIR}/../core/output/lib"
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#cgo linux LDFLAGS: -L${SRCDIR}/../core/output/lib -lmilvus_indexbuilder -Wl,-rpath=${SRCDIR}/../core/output/lib
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#cgo windows LDFLAGS: -L${SRCDIR}/../core/output/lib -lmilvus_indexbuilder -Wl,-rpath=${SRCDIR}/../core/output/lib
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#include <stdlib.h>
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#include <stdint.h>
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#include "indexbuilder/init_c.h"
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*/
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import "C"
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import (
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"context"
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"errors"
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"io"
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"math/rand"
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"os"
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"path"
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"strconv"
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"sync"
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"sync/atomic"
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"syscall"
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"time"
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"unsafe"
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"github.com/milvus-io/milvus/internal/metrics"
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"github.com/milvus-io/milvus/internal/storage"
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"github.com/milvus-io/milvus/internal/util/dependency"
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clientv3 "go.etcd.io/etcd/client/v3"
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"go.uber.org/zap"
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"github.com/milvus-io/milvus/internal/common"
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etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
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"github.com/milvus-io/milvus/internal/log"
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"github.com/milvus-io/milvus/internal/proto/commonpb"
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"github.com/milvus-io/milvus/internal/proto/indexpb"
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"github.com/milvus-io/milvus/internal/proto/internalpb"
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"github.com/milvus-io/milvus/internal/proto/milvuspb"
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"github.com/milvus-io/milvus/internal/types"
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"github.com/milvus-io/milvus/internal/util/metricsinfo"
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"github.com/milvus-io/milvus/internal/util/paramtable"
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"github.com/milvus-io/milvus/internal/util/sessionutil"
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"github.com/milvus-io/milvus/internal/util/trace"
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"github.com/milvus-io/milvus/internal/util/typeutil"
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)
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// UniqueID is an alias of int64, is used as a unique identifier for the request.
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type UniqueID = typeutil.UniqueID
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// make sure IndexNode implements types.IndexNode
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var _ types.IndexNode = (*IndexNode)(nil)
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// make sure IndexNode implements types.IndexNodeComponent
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var _ types.IndexNodeComponent = (*IndexNode)(nil)
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// Params is a GlobalParamTable singleton of indexnode
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var Params paramtable.ComponentParam
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// IndexNode is a component that executes the task of building indexes.
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type IndexNode struct {
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stateCode atomic.Value
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loopCtx context.Context
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loopCancel func()
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sched *TaskScheduler
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once sync.Once
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factory dependency.Factory
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chunkManager storage.ChunkManager
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session *sessionutil.Session
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// Add callback functions at different stages
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startCallbacks []func()
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closeCallbacks []func()
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etcdCli *clientv3.Client
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etcdKV *etcdkv.EtcdKV
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finishedTasks map[UniqueID]commonpb.IndexState
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closer io.Closer
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initOnce sync.Once
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}
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// NewIndexNode creates a new IndexNode component.
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func NewIndexNode(ctx context.Context, factory dependency.Factory) (*IndexNode, error) {
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log.Debug("New IndexNode ...")
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rand.Seed(time.Now().UnixNano())
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ctx1, cancel := context.WithCancel(ctx)
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b := &IndexNode{
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loopCtx: ctx1,
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loopCancel: cancel,
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factory: factory,
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}
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b.UpdateStateCode(internalpb.StateCode_Abnormal)
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sc, err := NewTaskScheduler(b.loopCtx, b.chunkManager)
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if err != nil {
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return nil, err
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}
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b.sched = sc
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return b, nil
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}
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// Register register index node at etcd.
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func (i *IndexNode) Register() error {
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i.session.Register()
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//start liveness check
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go i.session.LivenessCheck(i.loopCtx, func() {
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log.Error("Index Node disconnected from etcd, process will exit", zap.Int64("Server Id", i.session.ServerID))
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if err := i.Stop(); err != nil {
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log.Fatal("failed to stop server", zap.Error(err))
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}
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// manually send signal to starter goroutine
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if i.session.TriggerKill {
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if p, err := os.FindProcess(os.Getpid()); err == nil {
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p.Signal(syscall.SIGINT)
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}
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}
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})
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return nil
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}
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func (i *IndexNode) initKnowhere() {
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cEasyloggingYaml := C.CString(path.Join(Params.BaseTable.GetConfigDir(), paramtable.DefaultEasyloggingYaml))
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C.IndexBuilderInit(cEasyloggingYaml)
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C.free(unsafe.Pointer(cEasyloggingYaml))
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// override index builder SIMD type
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cSimdType := C.CString(Params.CommonCfg.SimdType)
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cRealSimdType := C.IndexBuilderSetSimdType(cSimdType)
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Params.CommonCfg.SimdType = C.GoString(cRealSimdType)
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C.free(unsafe.Pointer(cRealSimdType))
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C.free(unsafe.Pointer(cSimdType))
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// override segcore index slice size
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cIndexSliceSize := C.int64_t(Params.CommonCfg.IndexSliceSize)
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C.IndexBuilderSetIndexSliceSize(cIndexSliceSize)
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}
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func (i *IndexNode) initSession() error {
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i.session = sessionutil.NewSession(i.loopCtx, Params.EtcdCfg.MetaRootPath, i.etcdCli)
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if i.session == nil {
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return errors.New("failed to initialize session")
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}
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i.session.Init(typeutil.IndexNodeRole, Params.IndexNodeCfg.IP+":"+strconv.Itoa(Params.IndexNodeCfg.Port), false, true)
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Params.IndexNodeCfg.SetNodeID(i.session.ServerID)
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Params.SetLogger(i.session.ServerID)
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return nil
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}
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// Init initializes the IndexNode component.
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func (i *IndexNode) Init() error {
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var initErr error = nil
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i.initOnce.Do(func() {
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Params.Init()
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i.factory.Init(&Params)
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i.UpdateStateCode(internalpb.StateCode_Initializing)
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log.Debug("IndexNode init", zap.Any("State", i.stateCode.Load().(internalpb.StateCode)))
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err := i.initSession()
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if err != nil {
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log.Error(err.Error())
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initErr = err
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return
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}
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log.Debug("IndexNode init session successful", zap.Int64("serverID", i.session.ServerID))
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etcdKV := etcdkv.NewEtcdKV(i.etcdCli, Params.EtcdCfg.MetaRootPath)
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i.etcdKV = etcdKV
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chunkManager, err := i.factory.NewVectorStorageChunkManager(i.loopCtx)
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if err != nil {
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log.Error("IndexNode NewMinIOKV failed", zap.Error(err))
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initErr = err
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return
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}
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i.chunkManager = chunkManager
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log.Debug("IndexNode NewMinIOKV succeeded")
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i.closer = trace.InitTracing("index_node")
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i.initKnowhere()
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})
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log.Debug("Init IndexNode finished", zap.Error(initErr))
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return initErr
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}
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// Start starts the IndexNode component.
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func (i *IndexNode) Start() error {
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var startErr error = nil
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i.once.Do(func() {
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startErr = i.sched.Start()
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Params.IndexNodeCfg.CreatedTime = time.Now()
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Params.IndexNodeCfg.UpdatedTime = time.Now()
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i.UpdateStateCode(internalpb.StateCode_Healthy)
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log.Debug("IndexNode", zap.Any("State", i.stateCode.Load()))
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})
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// Start callbacks
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for _, cb := range i.startCallbacks {
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cb()
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}
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log.Debug("IndexNode start finished", zap.Error(startErr))
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return startErr
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}
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// Stop closes the server.
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func (i *IndexNode) Stop() error {
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// https://github.com/milvus-io/milvus/issues/12282
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i.UpdateStateCode(internalpb.StateCode_Abnormal)
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i.loopCancel()
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if i.sched != nil {
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i.sched.Close()
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}
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for _, cb := range i.closeCallbacks {
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cb()
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}
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i.session.Revoke(time.Second)
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log.Debug("Index node stopped.")
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return nil
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}
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// UpdateStateCode updates the component state of IndexNode.
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func (i *IndexNode) UpdateStateCode(code internalpb.StateCode) {
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i.stateCode.Store(code)
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}
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// SetEtcdClient assigns parameter client to its member etcdCli
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func (node *IndexNode) SetEtcdClient(client *clientv3.Client) {
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node.etcdCli = client
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}
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func (i *IndexNode) isHealthy() bool {
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code := i.stateCode.Load().(internalpb.StateCode)
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return code == internalpb.StateCode_Healthy
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}
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// CreateIndex receives request from IndexCoordinator to build an index.
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// Index building is asynchronous, so when an index building request comes, IndexNode records the task and returns.
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func (i *IndexNode) CreateIndex(ctx context.Context, request *indexpb.CreateIndexRequest) (*commonpb.Status, error) {
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if i.stateCode.Load().(internalpb.StateCode) != internalpb.StateCode_Healthy {
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return &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_UnexpectedError,
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Reason: "state code is not healthy",
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}, nil
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}
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log.Info("IndexNode building index ...",
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zap.Int64("IndexBuildID", request.IndexBuildID),
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zap.String("IndexName", request.IndexName),
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zap.Int64("IndexID", request.IndexID),
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zap.Int64("Version", request.Version),
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zap.String("MetaPath", request.MetaPath),
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zap.Int("binlog paths num", len(request.DataPaths)),
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zap.Any("TypeParams", request.TypeParams),
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zap.Any("IndexParams", request.IndexParams))
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sp, ctx2 := trace.StartSpanFromContextWithOperationName(i.loopCtx, "IndexNode-CreateIndex")
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defer sp.Finish()
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sp.SetTag("IndexBuildID", strconv.FormatInt(request.IndexBuildID, 10))
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metrics.IndexNodeBuildIndexTaskCounter.WithLabelValues(strconv.FormatInt(Params.IndexNodeCfg.GetNodeID(), 10), metrics.TotalLabel).Inc()
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t := &IndexBuildTask{
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BaseTask: BaseTask{
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ctx: ctx2,
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done: make(chan error),
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},
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req: request,
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cm: i.chunkManager,
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etcdKV: i.etcdKV,
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nodeID: Params.IndexNodeCfg.GetNodeID(),
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serializedSize: 0,
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}
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ret := &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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}
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err := i.sched.IndexBuildQueue.Enqueue(t)
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if err != nil {
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log.Warn("IndexNode failed to schedule", zap.Int64("indexBuildID", request.IndexBuildID), zap.Error(err))
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ret.ErrorCode = commonpb.ErrorCode_UnexpectedError
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ret.Reason = err.Error()
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metrics.IndexNodeBuildIndexTaskCounter.WithLabelValues(strconv.FormatInt(Params.IndexNodeCfg.GetNodeID(), 10), metrics.FailLabel).Inc()
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return ret, nil
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}
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log.Info("IndexNode successfully scheduled", zap.Int64("indexBuildID", request.IndexBuildID))
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metrics.IndexNodeBuildIndexTaskCounter.WithLabelValues(strconv.FormatInt(Params.IndexNodeCfg.GetNodeID(), 10), metrics.SuccessLabel).Inc()
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return ret, nil
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}
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// GetComponentStates gets the component states of IndexNode.
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func (i *IndexNode) GetComponentStates(ctx context.Context) (*internalpb.ComponentStates, error) {
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log.Debug("get IndexNode components states ...")
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nodeID := common.NotRegisteredID
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if i.session != nil && i.session.Registered() {
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nodeID = i.session.ServerID
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}
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stateInfo := &internalpb.ComponentInfo{
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// NodeID: Params.NodeID, // will race with i.Register()
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NodeID: nodeID,
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Role: "NodeImpl",
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StateCode: i.stateCode.Load().(internalpb.StateCode),
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}
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ret := &internalpb.ComponentStates{
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State: stateInfo,
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SubcomponentStates: nil, // todo add subcomponents states
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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}
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log.Debug("IndexNode Component states",
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zap.Any("State", ret.State),
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zap.Any("Status", ret.Status),
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zap.Any("SubcomponentStates", ret.SubcomponentStates))
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return ret, nil
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}
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// GetTimeTickChannel gets the time tick channel of IndexNode.
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func (i *IndexNode) GetTimeTickChannel(ctx context.Context) (*milvuspb.StringResponse, error) {
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log.Debug("get IndexNode time tick channel ...")
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return &milvuspb.StringResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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}, nil
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}
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// GetStatisticsChannel gets the statistics channel of IndexNode.
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func (i *IndexNode) GetStatisticsChannel(ctx context.Context) (*milvuspb.StringResponse, error) {
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log.Debug("get IndexNode statistics channel ...")
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return &milvuspb.StringResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_Success,
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},
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}, nil
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}
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// GetMetrics gets the metrics info of IndexNode.
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// TODO(dragondriver): cache the Metrics and set a retention to the cache
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func (i *IndexNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
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if !i.isHealthy() {
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log.Warn("IndexNode.GetMetrics failed",
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zap.Int64("node_id", Params.IndexNodeCfg.GetNodeID()),
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zap.String("req", req.Request),
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zap.Error(errIndexNodeIsUnhealthy(Params.IndexNodeCfg.GetNodeID())))
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return &milvuspb.GetMetricsResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_UnexpectedError,
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Reason: msgIndexNodeIsUnhealthy(Params.IndexNodeCfg.GetNodeID()),
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},
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Response: "",
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}, nil
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}
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metricType, err := metricsinfo.ParseMetricType(req.Request)
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if err != nil {
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log.Warn("IndexNode.GetMetrics failed to parse metric type",
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zap.Int64("node_id", Params.IndexNodeCfg.GetNodeID()),
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zap.String("req", req.Request),
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zap.Error(err))
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return &milvuspb.GetMetricsResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_UnexpectedError,
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Reason: err.Error(),
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},
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Response: "",
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}, nil
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}
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if metricType == metricsinfo.SystemInfoMetrics {
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metrics, err := getSystemInfoMetrics(ctx, req, i)
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log.Debug("IndexNode.GetMetrics",
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zap.Int64("node_id", Params.IndexNodeCfg.GetNodeID()),
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zap.String("req", req.Request),
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zap.String("metric_type", metricType),
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zap.Error(err))
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return metrics, nil
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}
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log.Warn("IndexNode.GetMetrics failed, request metric type is not implemented yet",
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zap.Int64("node_id", Params.IndexNodeCfg.GetNodeID()),
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zap.String("req", req.Request),
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zap.String("metric_type", metricType))
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return &milvuspb.GetMetricsResponse{
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Status: &commonpb.Status{
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ErrorCode: commonpb.ErrorCode_UnexpectedError,
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Reason: metricsinfo.MsgUnimplementedMetric,
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},
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Response: "",
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}, nil
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}
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