milvus/internal/dataservice/server.go

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// Copyright (C) 2019-2020 Zilliz. All rights reserved.//// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software distributed under the License
// is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
// or implied. See the License for the specific language governing permissions and limitations under the License.
package dataservice
import (
"context"
"fmt"
"math/rand"
"sync"
"sync/atomic"
"time"
datanodeclient "github.com/milvus-io/milvus/internal/distributed/datanode/client"
masterclient "github.com/milvus-io/milvus/internal/distributed/masterservice/client"
"github.com/milvus-io/milvus/internal/logutil"
"go.etcd.io/etcd/clientv3"
"go.uber.org/zap"
etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
"github.com/milvus-io/milvus/internal/log"
"github.com/milvus-io/milvus/internal/msgstream"
"github.com/milvus-io/milvus/internal/types"
"github.com/milvus-io/milvus/internal/util/retry"
"github.com/milvus-io/milvus/internal/util/sessionutil"
"github.com/milvus-io/milvus/internal/util/typeutil"
"github.com/milvus-io/milvus/internal/proto/commonpb"
"github.com/milvus-io/milvus/internal/proto/datapb"
"github.com/milvus-io/milvus/internal/proto/internalpb"
"github.com/milvus-io/milvus/internal/proto/milvuspb"
)
const role = "dataservice"
const masterClientTimout = 20 * time.Second
type (
UniqueID = typeutil.UniqueID
Timestamp = typeutil.Timestamp
)
type Server struct {
ctx context.Context
serverLoopCtx context.Context
serverLoopCancel context.CancelFunc
serverLoopWg sync.WaitGroup
isServing int64
kvClient *etcdkv.EtcdKV
meta *meta
segmentInfoStream msgstream.MsgStream
segmentManager Manager
allocator allocator
cluster *cluster
masterClient types.MasterService
ddChannelName string
flushCh chan UniqueID
flushMsgStream msgstream.MsgStream
msFactory msgstream.Factory
session *sessionutil.Session
activeCh <-chan bool
eventCh <-chan *sessionutil.SessionEvent
dataClientCreator func(addr string) (types.DataNode, error)
masterClientCreator func(addr string) (types.MasterService, error)
}
func CreateServer(ctx context.Context, factory msgstream.Factory) (*Server, error) {
rand.Seed(time.Now().UnixNano())
s := &Server{
ctx: ctx,
msFactory: factory,
flushCh: make(chan UniqueID, 1024),
}
s.dataClientCreator = func(addr string) (types.DataNode, error) {
return datanodeclient.NewClient(addr, 3*time.Second)
}
s.masterClientCreator = func(addr string) (types.MasterService, error) {
return masterclient.NewClient(Params.MetaRootPath,
[]string{Params.EtcdAddress}, masterClientTimout)
}
return s, nil
}
// Register register data service at etcd
func (s *Server) Register() error {
s.session = sessionutil.NewSession(s.ctx, Params.MetaRootPath, []string{Params.EtcdAddress})
s.activeCh = s.session.Init(typeutil.DataServiceRole, Params.IP, true)
Params.NodeID = s.session.ServerID
return nil
}
func (s *Server) Init() error {
atomic.StoreInt64(&s.isServing, 1)
return nil
}
func (s *Server) Start() error {
var err error
m := map[string]interface{}{
"PulsarAddress": Params.PulsarAddress,
"ReceiveBufSize": 1024,
"PulsarBufSize": 1024}
err = s.msFactory.SetParams(m)
if err != nil {
return err
}
if err = s.initMasterClient(); err != nil {
return err
}
if err = s.initMeta(); err != nil {
return err
}
if err = s.initCluster(); err != nil {
return err
}
if err = s.initSegmentInfoChannel(); err != nil {
return err
}
s.allocator = newAllocator(s.masterClient)
s.startSegmentManager()
if err = s.initFlushMsgStream(); err != nil {
return err
}
if err = s.initServiceDiscovery(); err != nil {
return err
}
s.startServerLoop()
atomic.StoreInt64(&s.isServing, 2)
log.Debug("start success")
return nil
}
func (s *Server) initCluster() error {
dManager, err := newClusterNodeManager(s.kvClient)
if err != nil {
return err
}
sManager := newClusterSessionManager(s.dataClientCreator)
s.cluster = newCluster(s.ctx, dManager, sManager, s)
return nil
}
func (s *Server) initServiceDiscovery() error {
sessions, rev, err := s.session.GetSessions(typeutil.DataNodeRole)
if err != nil {
log.Debug("DataService initMeta failed", zap.Error(err))
return err
}
log.Debug("registered sessions", zap.Any("sessions", sessions))
datanodes := make([]*datapb.DataNodeInfo, 0, len(sessions))
for _, session := range sessions {
datanodes = append(datanodes, &datapb.DataNodeInfo{
Address: session.Address,
Version: session.ServerID,
Channels: []*datapb.ChannelStatus{},
})
}
if err := s.cluster.startup(datanodes); err != nil {
log.Debug("DataService loadMetaFromMaster failed", zap.Error(err))
return err
}
s.eventCh = s.session.WatchServices(typeutil.DataNodeRole, rev)
return nil
}
func (s *Server) startSegmentManager() {
helper := createNewSegmentHelper(s.segmentInfoStream)
s.segmentManager = newSegmentManager(s.meta, s.allocator, withAllocHelper(helper))
}
func (s *Server) initSegmentInfoChannel() error {
var err error
s.segmentInfoStream, err = s.msFactory.NewMsgStream(s.ctx)
if err != nil {
return err
}
s.segmentInfoStream.AsProducer([]string{Params.SegmentInfoChannelName})
log.Debug("DataService AsProducer: " + Params.SegmentInfoChannelName)
s.segmentInfoStream.Start()
return nil
}
func (s *Server) initMeta() error {
connectEtcdFn := func() error {
etcdClient, err := clientv3.New(clientv3.Config{
Endpoints: []string{Params.EtcdAddress},
})
if err != nil {
return err
}
s.kvClient = etcdkv.NewEtcdKV(etcdClient, Params.MetaRootPath)
s.meta, err = newMeta(s.kvClient)
if err != nil {
return err
}
return nil
}
return retry.Retry(100000, time.Millisecond*200, connectEtcdFn)
}
func (s *Server) initFlushMsgStream() error {
var err error
// segment flush stream
s.flushMsgStream, err = s.msFactory.NewMsgStream(s.ctx)
if err != nil {
return err
}
s.flushMsgStream.AsProducer([]string{Params.SegmentInfoChannelName})
log.Debug("dataservice AsProducer:" + Params.SegmentInfoChannelName)
s.flushMsgStream.Start()
return nil
}
func (s *Server) startServerLoop() {
s.serverLoopCtx, s.serverLoopCancel = context.WithCancel(s.ctx)
s.serverLoopWg.Add(5)
go s.startStatsChannel(s.serverLoopCtx)
go s.startDataNodeTtLoop(s.serverLoopCtx)
go s.startWatchService(s.serverLoopCtx)
go s.startActiveCheck(s.serverLoopCtx)
go s.startFlushLoop(s.serverLoopCtx)
}
func (s *Server) startStatsChannel(ctx context.Context) {
defer logutil.LogPanic()
defer s.serverLoopWg.Done()
statsStream, _ := s.msFactory.NewMsgStream(ctx)
statsStream.AsConsumer([]string{Params.StatisticsChannelName}, Params.DataServiceSubscriptionName)
log.Debug("dataservce stats stream",
zap.String("channelName", Params.StatisticsChannelName),
zap.String("descriptionName", Params.DataServiceSubscriptionName))
statsStream.Start()
defer statsStream.Close()
for {
select {
case <-ctx.Done():
return
default:
}
msgPack := statsStream.Consume()
if msgPack == nil {
return
}
for _, msg := range msgPack.Msgs {
if msg.Type() != commonpb.MsgType_SegmentStatistics {
log.Warn("receive unknown msg from segment statistics channel",
zap.Stringer("msgType", msg.Type()))
continue
}
ssMsg := msg.(*msgstream.SegmentStatisticsMsg)
for _, stat := range ssMsg.SegStats {
s.segmentManager.UpdateSegmentStats(stat)
}
}
}
}
func (s *Server) startDataNodeTtLoop(ctx context.Context) {
defer logutil.LogPanic()
defer s.serverLoopWg.Done()
ttMsgStream, err := s.msFactory.NewMsgStream(ctx)
if err != nil {
log.Error("new msg stream failed", zap.Error(err))
return
}
ttMsgStream.AsConsumer([]string{Params.TimeTickChannelName},
Params.DataServiceSubscriptionName)
log.Debug(fmt.Sprintf("dataservice AsConsumer:%s:%s",
Params.TimeTickChannelName, Params.DataServiceSubscriptionName))
ttMsgStream.Start()
defer ttMsgStream.Close()
for {
select {
case <-ctx.Done():
log.Debug("data node tt loop done")
return
default:
}
msgPack := ttMsgStream.Consume()
if msgPack == nil {
return
}
for _, msg := range msgPack.Msgs {
if msg.Type() != commonpb.MsgType_DataNodeTt {
log.Warn("receive unexpected msg type from tt channel",
zap.Stringer("msgType", msg.Type()))
continue
}
ttMsg := msg.(*msgstream.DataNodeTtMsg)
ch := ttMsg.ChannelName
ts := ttMsg.Timestamp
segments, err := s.segmentManager.GetFlushableSegments(ctx, ch, ts)
if err != nil {
log.Warn("get flushable segments failed", zap.Error(err))
continue
}
log.Debug("flushable segments", zap.Any("segments", segments))
segmentInfos := make([]*datapb.SegmentInfo, 0, len(segments))
for _, id := range segments {
sInfo, err := s.meta.GetSegment(id)
if err != nil {
log.Error("get segment from meta error", zap.Int64("id", id),
zap.Error(err))
continue
}
segmentInfos = append(segmentInfos, sInfo)
}
s.cluster.flush(segmentInfos)
}
}
}
func (s *Server) startWatchService(ctx context.Context) {
defer logutil.LogPanic()
defer s.serverLoopWg.Done()
for {
select {
case <-ctx.Done():
log.Debug("watch service shutdown")
return
case event := <-s.eventCh:
datanode := &datapb.DataNodeInfo{
Address: event.Session.Address,
Version: event.Session.ServerID,
Channels: []*datapb.ChannelStatus{},
}
switch event.EventType {
case sessionutil.SessionAddEvent:
s.cluster.register(datanode)
case sessionutil.SessionDelEvent:
s.cluster.unregister(datanode)
default:
log.Warn("receive unknown service event type",
zap.Any("type", event.EventType))
}
}
}
}
func (s *Server) startActiveCheck(ctx context.Context) {
defer logutil.LogPanic()
defer s.serverLoopWg.Done()
for {
select {
case _, ok := <-s.activeCh:
if ok {
continue
}
s.Stop()
log.Debug("disconnect with etcd")
return
case <-ctx.Done():
log.Debug("connection check shutdown")
return
}
}
}
func (s *Server) startFlushLoop(ctx context.Context) {
defer logutil.LogPanic()
defer s.serverLoopWg.Done()
ctx2, cancel := context.WithCancel(ctx)
defer cancel()
// send `Flushing` segments
go s.handleFlushingSegments(ctx2)
var err error
for {
select {
case <-ctx.Done():
log.Debug("flush loop shutdown")
return
case segmentID := <-s.flushCh:
// write flush msg into segmentInfo/flush stream
msgPack := composeSegmentFlushMsgPack(segmentID)
err = s.flushMsgStream.Produce(&msgPack)
if err != nil {
log.Error("produce flush msg failed",
zap.Int64("segmentID", segmentID),
zap.Error(err))
continue
}
log.Debug("send segment flush msg", zap.Int64("id", segmentID))
// set segment to SegmentState_Flushed
if err = s.meta.FlushSegment(segmentID); err != nil {
log.Error("flush segment complete failed", zap.Error(err))
continue
}
log.Debug("flush segment complete", zap.Int64("id", segmentID))
}
}
}
func (s *Server) handleFlushingSegments(ctx context.Context) {
segments := s.meta.GetFlushingSegments()
for _, segment := range segments {
select {
case <-ctx.Done():
return
case s.flushCh <- segment.ID:
}
}
}
func (s *Server) initMasterClient() error {
var err error
s.masterClient, err = s.masterClientCreator("")
if err != nil {
return err
}
if err = s.masterClient.Init(); err != nil {
return err
}
return s.masterClient.Start()
}
func (s *Server) Stop() error {
if !atomic.CompareAndSwapInt64(&s.isServing, 2, 0) {
return nil
}
log.Debug("dataservice server shutdown")
atomic.StoreInt64(&s.isServing, 0)
s.cluster.releaseSessions()
s.segmentInfoStream.Close()
s.flushMsgStream.Close()
s.stopServerLoop()
return nil
}
// CleanMeta only for test
func (s *Server) CleanMeta() error {
log.Debug("clean meta", zap.Any("kv", s.kvClient))
return s.kvClient.RemoveWithPrefix("")
}
func (s *Server) stopServerLoop() {
s.serverLoopCancel()
s.serverLoopWg.Wait()
}
//func (s *Server) validateAllocRequest(collID UniqueID, partID UniqueID, channelName string) error {
// if !s.meta.HasCollection(collID) {
// return fmt.Errorf("can not find collection %d", collID)
// }
// if !s.meta.HasPartition(collID, partID) {
// return fmt.Errorf("can not find partition %d", partID)
// }
// for _, name := range s.insertChannels {
// if name == channelName {
// return nil
// }
// }
// return fmt.Errorf("can not find channel %s", channelName)
//}
func (s *Server) loadCollectionFromMaster(ctx context.Context, collectionID int64) error {
resp, err := s.masterClient.DescribeCollection(ctx, &milvuspb.DescribeCollectionRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_DescribeCollection,
SourceID: Params.NodeID,
},
DbName: "",
CollectionID: collectionID,
})
if err = VerifyResponse(resp, err); err != nil {
return err
}
presp, err := s.masterClient.ShowPartitions(ctx, &milvuspb.ShowPartitionsRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_ShowPartitions,
MsgID: -1, // todo
Timestamp: 0, // todo
SourceID: Params.NodeID,
},
DbName: "",
CollectionName: resp.Schema.Name,
CollectionID: resp.CollectionID,
})
if err = VerifyResponse(presp, err); err != nil {
log.Error("show partitions error", zap.String("collectionName", resp.Schema.Name),
zap.Int64("collectionID", resp.CollectionID), zap.Error(err))
return err
}
collInfo := &datapb.CollectionInfo{
ID: resp.CollectionID,
Schema: resp.Schema,
Partitions: presp.PartitionIDs,
}
return s.meta.AddCollection(collInfo)
}
func (s *Server) prepareBinlog(req *datapb.SaveBinlogPathsRequest) (map[string]string, error) {
meta := make(map[string]string)
for _, fieldBlp := range req.Field2BinlogPaths {
fieldMeta, err := s.prepareField2PathMeta(req.SegmentID, fieldBlp)
if err != nil {
return nil, err
}
for k, v := range fieldMeta {
meta[k] = v
}
}
ddlMeta, err := s.prepareDDLBinlogMeta(req.CollectionID, req.GetDdlBinlogPaths())
if err != nil {
return nil, err
}
for k, v := range ddlMeta {
meta[k] = v
}
return meta, nil
}
func composeSegmentFlushMsgPack(segmentID UniqueID) msgstream.MsgPack {
msgPack := msgstream.MsgPack{
Msgs: make([]msgstream.TsMsg, 0, 1),
}
completeFlushMsg := internalpb.SegmentFlushCompletedMsg{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_SegmentFlushDone,
MsgID: 0, // TODO
Timestamp: 0, // TODO
SourceID: Params.NodeID,
},
SegmentID: segmentID,
}
var msg msgstream.TsMsg = &msgstream.FlushCompletedMsg{
BaseMsg: msgstream.BaseMsg{
HashValues: []uint32{0},
},
SegmentFlushCompletedMsg: completeFlushMsg,
}
msgPack.Msgs = append(msgPack.Msgs, msg)
return msgPack
}