milvus/internal/datanode/data_node.go

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// 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 datanode implements data persistence logic.
//
// Data node persists insert logs into persistent storage like minIO/S3.
package datanode
import (
"context"
"fmt"
"io"
"math/rand"
"os"
"sync"
"sync/atomic"
"syscall"
"time"
"github.com/cockroachdb/errors"
clientv3 "go.etcd.io/etcd/client/v3"
"go.uber.org/zap"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus/internal/datanode/allocator"
"github.com/milvus-io/milvus/internal/kv"
etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
"github.com/milvus-io/milvus/internal/proto/rootcoordpb"
"github.com/milvus-io/milvus/internal/storage"
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/internal/util/dependency"
"github.com/milvus-io/milvus/internal/util/sessionutil"
"github.com/milvus-io/milvus/pkg/log"
"github.com/milvus-io/milvus/pkg/metrics"
"github.com/milvus-io/milvus/pkg/mq/msgdispatcher"
"github.com/milvus-io/milvus/pkg/util/commonpbutil"
"github.com/milvus-io/milvus/pkg/util/logutil"
"github.com/milvus-io/milvus/pkg/util/metricsinfo"
"github.com/milvus-io/milvus/pkg/util/paramtable"
"github.com/milvus-io/milvus/pkg/util/retry"
"github.com/milvus-io/milvus/pkg/util/typeutil"
)
const (
// ConnectEtcdMaxRetryTime is used to limit the max retry time for connection etcd
ConnectEtcdMaxRetryTime = 100
)
var getFlowGraphServiceAttempts = uint(50)
// makes sure DataNode implements types.DataNode
var _ types.DataNode = (*DataNode)(nil)
// Params from config.yaml
var Params *paramtable.ComponentParam = paramtable.Get()
// DataNode communicates with outside services and unioun all
// services in datanode package.
//
// DataNode implements `types.Component`, `types.DataNode` interfaces.
//
// `etcdCli` is a connection of etcd
// `rootCoord` is a grpc client of root coordinator.
// `dataCoord` is a grpc client of data service.
// `NodeID` is unique to each datanode.
// `State` is current statement of this data node, indicating whether it's healthy.
//
// `clearSignal` is a signal channel for releasing the flowgraph resources.
// `segmentCache` stores all flushing and flushed segments.
type DataNode struct {
ctx context.Context
cancel context.CancelFunc
Role string
stateCode atomic.Value // commonpb.StateCode_Initializing
flowgraphManager *flowgraphManager
eventManagerMap *typeutil.ConcurrentMap[string, *channelEventManager]
clearSignal chan string // vchannel name
segmentCache *Cache
compactionExecutor *compactionExecutor
timeTickSender *timeTickSender
etcdCli *clientv3.Client
address string
rootCoord types.RootCoord
dataCoord types.DataCoord
//call once
initOnce sync.Once
startOnce sync.Once
stopOnce sync.Once
stopWaiter sync.WaitGroup
sessionMu sync.Mutex // to fix data race
session *sessionutil.Session
watchKv kv.WatchKV
chunkManager storage.ChunkManager
allocator allocator.Allocator
closer io.Closer
dispClient msgdispatcher.Client
factory dependency.Factory
reportImportRetryTimes uint // unitest set this value to 1 to save time, default is 10
}
// NewDataNode will return a DataNode with abnormal state.
func NewDataNode(ctx context.Context, factory dependency.Factory) *DataNode {
rand.Seed(time.Now().UnixNano())
ctx2, cancel2 := context.WithCancel(ctx)
node := &DataNode{
ctx: ctx2,
cancel: cancel2,
Role: typeutil.DataNodeRole,
rootCoord: nil,
dataCoord: nil,
factory: factory,
segmentCache: newCache(),
compactionExecutor: newCompactionExecutor(),
eventManagerMap: typeutil.NewConcurrentMap[string, *channelEventManager](),
flowgraphManager: newFlowgraphManager(),
clearSignal: make(chan string, 100),
reportImportRetryTimes: 10,
}
node.UpdateStateCode(commonpb.StateCode_Abnormal)
return node
}
func (node *DataNode) SetAddress(address string) {
node.address = address
}
func (node *DataNode) GetAddress() string {
return node.address
}
// SetEtcdClient sets etcd client for DataNode
func (node *DataNode) SetEtcdClient(etcdCli *clientv3.Client) {
node.etcdCli = etcdCli
}
// SetRootCoord sets RootCoord's grpc client, error is returned if repeatedly set.
func (node *DataNode) SetRootCoord(rc types.RootCoord) error {
switch {
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case rc == nil, node.rootCoord != nil:
return errors.New("nil parameter or repeatedly set")
default:
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node.rootCoord = rc
return nil
}
}
// SetDataCoord sets data service's grpc client, error is returned if repeatedly set.
func (node *DataNode) SetDataCoord(ds types.DataCoord) error {
switch {
case ds == nil, node.dataCoord != nil:
return errors.New("nil parameter or repeatedly set")
default:
node.dataCoord = ds
return nil
}
}
// Register register datanode to etcd
func (node *DataNode) Register() error {
node.session.Register()
metrics.NumNodes.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), typeutil.DataNodeRole).Inc()
log.Info("DataNode Register Finished")
// Start liveness check
node.session.LivenessCheck(node.ctx, func() {
log.Error("Data Node disconnected from etcd, process will exit", zap.Int64("Server Id", node.GetSession().ServerID))
if err := node.Stop(); err != nil {
log.Fatal("failed to stop server", zap.Error(err))
}
metrics.NumNodes.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), typeutil.DataNodeRole).Dec()
// manually send signal to starter goroutine
if node.session.TriggerKill {
if p, err := os.FindProcess(os.Getpid()); err == nil {
p.Signal(syscall.SIGINT)
}
}
})
return nil
}
func (node *DataNode) initSession() error {
node.session = sessionutil.NewSession(node.ctx, Params.EtcdCfg.MetaRootPath.GetValue(), node.etcdCli)
if node.session == nil {
return errors.New("failed to initialize session")
}
node.session.Init(typeutil.DataNodeRole, node.address, false, true)
return nil
}
// initRateCollector creates and starts rateCollector in QueryNode.
func (node *DataNode) initRateCollector() error {
err := initGlobalRateCollector()
if err != nil {
return err
}
rateCol.Register(metricsinfo.InsertConsumeThroughput)
rateCol.Register(metricsinfo.DeleteConsumeThroughput)
return nil
}
func (node *DataNode) Init() error {
var initError error
node.initOnce.Do(func() {
logutil.Logger(node.ctx).Info("DataNode server initializing",
zap.String("TimeTickChannelName", Params.CommonCfg.DataCoordTimeTick.GetValue()),
)
if err := node.initSession(); err != nil {
log.Error("DataNode server init session failed", zap.Error(err))
initError = err
return
}
err := node.initRateCollector()
if err != nil {
log.Error("DataNode server init rateCollector failed", zap.Int64("node ID", paramtable.GetNodeID()), zap.Error(err))
initError = err
return
}
log.Info("DataNode server init rateCollector done", zap.Int64("node ID", paramtable.GetNodeID()))
node.dispClient = msgdispatcher.NewClient(node.factory, typeutil.DataNodeRole, paramtable.GetNodeID())
log.Info("DataNode server init dispatcher client done", zap.Int64("node ID", paramtable.GetNodeID()))
alloc, err := allocator.New(context.Background(), node.rootCoord, paramtable.GetNodeID())
if err != nil {
log.Error("failed to create id allocator",
zap.Error(err),
zap.String("role", typeutil.DataNodeRole), zap.Int64("DataNode ID", paramtable.GetNodeID()))
initError = err
return
}
node.allocator = alloc
node.factory.Init(Params)
log.Info("DataNode server init succeeded",
zap.String("MsgChannelSubName", Params.CommonCfg.DataNodeSubName.GetValue()))
})
return initError
}
// handleChannelEvt handles event from kv watch event
func (node *DataNode) handleChannelEvt(evt *clientv3.Event) {
var e *event
switch evt.Type {
case clientv3.EventTypePut: // datacoord shall put channels needs to be watched here
e = &event{
eventType: putEventType,
version: evt.Kv.Version,
}
case clientv3.EventTypeDelete:
e = &event{
eventType: deleteEventType,
version: evt.Kv.Version,
}
}
node.handleWatchInfo(e, string(evt.Kv.Key), evt.Kv.Value)
}
// tryToReleaseFlowgraph tries to release a flowgraph
func (node *DataNode) tryToReleaseFlowgraph(vChanName string) {
log.Info("try to release flowgraph", zap.String("vChanName", vChanName))
node.flowgraphManager.release(vChanName)
}
// BackGroundGC runs in background to release datanode resources
// GOOSE TODO: remove background GC, using ToRelease for drop-collection after #15846
func (node *DataNode) BackGroundGC(vChannelCh <-chan string) {
defer node.stopWaiter.Done()
log.Info("DataNode Background GC Start")
for {
select {
case vchanName := <-vChannelCh:
node.tryToReleaseFlowgraph(vchanName)
case <-node.ctx.Done():
log.Warn("DataNode context done, exiting background GC")
return
}
}
}
// Start will update DataNode state to HEALTHY
func (node *DataNode) Start() error {
var startErr error
node.startOnce.Do(func() {
if err := node.allocator.Start(); err != nil {
log.Error("failed to start id allocator", zap.Error(err), zap.String("role", typeutil.DataNodeRole))
startErr = err
return
}
log.Info("start id allocator done", zap.String("role", typeutil.DataNodeRole))
rep, err := node.rootCoord.AllocTimestamp(node.ctx, &rootcoordpb.AllocTimestampRequest{
Base: commonpbutil.NewMsgBase(
commonpbutil.WithMsgType(commonpb.MsgType_RequestTSO),
commonpbutil.WithMsgID(0),
commonpbutil.WithSourceID(paramtable.GetNodeID()),
),
Count: 1,
})
if err != nil || rep.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
log.Warn("fail to alloc timestamp", zap.Any("rep", rep), zap.Error(err))
startErr = errors.New("DataNode fail to alloc timestamp")
return
}
connectEtcdFn := func() error {
etcdKV := etcdkv.NewEtcdKV(node.etcdCli, Params.EtcdCfg.MetaRootPath.GetValue())
node.watchKv = etcdKV
return nil
}
err = retry.Do(node.ctx, connectEtcdFn, retry.Attempts(ConnectEtcdMaxRetryTime))
if err != nil {
startErr = errors.New("DataNode fail to connect etcd")
return
}
chunkManager, err := node.factory.NewPersistentStorageChunkManager(node.ctx)
if err != nil {
startErr = err
return
}
node.chunkManager = chunkManager
node.stopWaiter.Add(1)
go node.BackGroundGC(node.clearSignal)
go node.compactionExecutor.start(node.ctx)
if Params.DataNodeCfg.DataNodeTimeTickByRPC.GetAsBool() {
node.timeTickSender = newTimeTickSender(node.dataCoord, node.session.ServerID)
go node.timeTickSender.start(node.ctx)
}
node.stopWaiter.Add(1)
// Start node watch node
go node.StartWatchChannels(node.ctx)
go node.flowgraphManager.start()
node.UpdateStateCode(commonpb.StateCode_Healthy)
})
return startErr
}
// UpdateStateCode updates datanode's state code
func (node *DataNode) UpdateStateCode(code commonpb.StateCode) {
node.stateCode.Store(code)
}
// GetStateCode return datanode's state code
func (node *DataNode) GetStateCode() commonpb.StateCode {
return node.stateCode.Load().(commonpb.StateCode)
}
func (node *DataNode) isHealthy() bool {
return node.GetStateCode() == commonpb.StateCode_Healthy
}
// ReadyToFlush tells whether DataNode is ready for flushing
func (node *DataNode) ReadyToFlush() error {
if !node.isHealthy() {
return errors.New("DataNode not in HEALTHY state")
}
return nil
}
// Stop will release DataNode resources and shutdown datanode
func (node *DataNode) Stop() error {
node.stopOnce.Do(func() {
node.cancel()
// https://github.com/milvus-io/milvus/issues/12282
node.UpdateStateCode(commonpb.StateCode_Abnormal)
node.flowgraphManager.close()
node.eventManagerMap.Range(func(_ string, m *channelEventManager) bool {
m.Close()
return true
})
if node.allocator != nil {
log.Info("close id allocator", zap.String("role", typeutil.DataNodeRole))
node.allocator.Close()
}
if node.closer != nil {
node.closer.Close()
}
if node.session != nil {
node.session.Stop()
}
node.stopWaiter.Wait()
})
return nil
}
// to fix data race
func (node *DataNode) SetSession(session *sessionutil.Session) {
node.sessionMu.Lock()
defer node.sessionMu.Unlock()
node.session = session
}
// to fix data race
func (node *DataNode) GetSession() *sessionutil.Session {
node.sessionMu.Lock()
defer node.sessionMu.Unlock()
return node.session
}