vstream_manager.go

/*
Copyright 2019 The Vitess Authors.

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 vtgate

import (
	"context"
	"fmt"
	"io"
	"regexp"
	"strings"
	"sync"
	"time"

	"vitess.io/vitess/go/stats"
	"vitess.io/vitess/go/vt/discovery"
	querypb "vitess.io/vitess/go/vt/proto/query"
	"vitess.io/vitess/go/vt/servenv"
	"vitess.io/vitess/go/vt/topo"

	"vitess.io/vitess/go/vt/log"
	binlogdatapb "vitess.io/vitess/go/vt/proto/binlogdata"
	topodatapb "vitess.io/vitess/go/vt/proto/topodata"
	vtgatepb "vitess.io/vitess/go/vt/proto/vtgate"
	vtrpcpb "vitess.io/vitess/go/vt/proto/vtrpc"
	"vitess.io/vitess/go/vt/srvtopo"
	"vitess.io/vitess/go/vt/vterrors"
)

// vstreamManager manages vstream requests.
type vstreamManager struct {
	resolver *srvtopo.Resolver
	toposerv srvtopo.Server
	cell     string

	vstreamsCreated *stats.CountersWithMultiLabels
	vstreamsLag     *stats.GaugesWithMultiLabels
}

// maxSkewTimeoutSeconds is the maximum allowed skew between two streams when the MinimizeSkew flag is set
const maxSkewTimeoutSeconds = 10 * 60

// vstream contains the metadata for one VStream request.
type vstream struct {
	// mu protects parts of vgtid, the semantics of a send, and journaler.
	// Once streaming begins, the Gtid within each ShardGtid will be updated on each event.
	// Also, the list of ShardGtids can change on a journaling event.
	// All other parts of vgtid can be read without a lock.
	// The lock is also held to ensure that all grouped events are sent together.
	// This can happen if vstreamer breaks up large transactions into smaller chunks.
	mu        sync.Mutex
	vgtid     *binlogdatapb.VGtid
	send      func(events []*binlogdatapb.VEvent) error
	journaler map[int64]*journalEvent

	// err can only be set once.
	// errMu protects err by ensuring its value is read or written by only one goroutine at a time.
	once  sync.Once
	err   error
	errMu sync.Mutex

	// Other input parameters
	tabletType topodatapb.TabletType
	filter     *binlogdatapb.Filter
	resolver   *srvtopo.Resolver
	optCells   string

	cancel context.CancelFunc
	wg     sync.WaitGroup

	// this flag is set by the client, default false
	// if true skew detection is enabled and we align the streams so that they receive events from
	// about the same time as each other. Note that there is no exact ordering of events across shards
	minimizeSkew bool

	// this flag is set by the client, default false
	// if true when a reshard is detected the client will send the corresponding journal event to the client
	// default behavior is to automatically migrate the resharded streams from the old to the new shards
	stopOnReshard bool

	// mutex used to synchronize access to skew detection parameters
	skewMu sync.Mutex
	// channel is created whenever there is a skew detected. closing it implies the current skew has been fixed
	skewCh chan bool
	// if a skew lasts for this long, we timeout the vstream call. currently hardcoded
	skewTimeoutSeconds int64
	// the slow streamId which is causing the skew. streamId is of the form <keyspace>.<shard>
	laggard string
	// transaction timestamp of the slowest stream
	lowestTS int64
	// the timestamp of the most recent event, keyed by streamId. streamId is of the form <keyspace>.<shard>
	timestamps map[string]int64

	// the shard map tracking the copy completion, keyed by streamId. streamId is of the form <keyspace>.<shard>
	copyCompletedShard map[string]struct{}

	vsm *vstreamManager

	eventCh           chan []*binlogdatapb.VEvent
	heartbeatInterval uint32
	ts                *topo.Server

	tabletPickerOptions discovery.TabletPickerOptions
}

type journalEvent struct {
	journal      *binlogdatapb.Journal
	participants map[*binlogdatapb.ShardGtid]bool
	done         chan struct{}
}

func newVStreamManager(resolver *srvtopo.Resolver, serv srvtopo.Server, cell string) *vstreamManager {
	exporter := servenv.NewExporter(cell, "VStreamManager")
	return &vstreamManager{
		resolver: resolver,
		toposerv: serv,
		cell:     cell,
		vstreamsCreated: exporter.NewCountersWithMultiLabels(
			"VStreamsCreated",
			"Number of vstreams created",
			[]string{"Keyspace", "ShardName", "TabletType"}),
		vstreamsLag: exporter.NewGaugesWithMultiLabels(
			"VStreamsLag",
			"Difference between event current time and the binlog event timestamp",
			[]string{"Keyspace", "ShardName", "TabletType"}),
	}
}

func (vsm *vstreamManager) VStream(ctx context.Context, tabletType topodatapb.TabletType, vgtid *binlogdatapb.VGtid,
	filter *binlogdatapb.Filter, flags *vtgatepb.VStreamFlags, send func(events []*binlogdatapb.VEvent) error) error {
	vgtid, filter, flags, err := vsm.resolveParams(ctx, tabletType, vgtid, filter, flags)
	if err != nil {
		return err
	}
	ts, err := vsm.toposerv.GetTopoServer()
	if err != nil {
		return err
	}
	if ts == nil {
		log.Errorf("unable to get topo server in VStream()")
		return fmt.Errorf("unable to get topo server")
	}
	vs := &vstream{
		vgtid:              vgtid,
		tabletType:         tabletType,
		optCells:           flags.Cells,
		filter:             filter,
		send:               send,
		resolver:           vsm.resolver,
		journaler:          make(map[int64]*journalEvent),
		minimizeSkew:       flags.GetMinimizeSkew(),
		stopOnReshard:      flags.GetStopOnReshard(),
		skewTimeoutSeconds: maxSkewTimeoutSeconds,
		timestamps:         make(map[string]int64),
		vsm:                vsm,
		eventCh:            make(chan []*binlogdatapb.VEvent),
		heartbeatInterval:  flags.GetHeartbeatInterval(),
		ts:                 ts,
		copyCompletedShard: make(map[string]struct{}),
		tabletPickerOptions: discovery.TabletPickerOptions{
			CellPreference: flags.GetCellPreference(),
			TabletOrder:    flags.GetTabletOrder(),
		},
	}
	return vs.stream(ctx)
}

// resolveParams provides defaults for the inputs if they're not specified.
func (vsm *vstreamManager) resolveParams(ctx context.Context, tabletType topodatapb.TabletType, vgtid *binlogdatapb.VGtid,
	filter *binlogdatapb.Filter, flags *vtgatepb.VStreamFlags) (*binlogdatapb.VGtid, *binlogdatapb.Filter, *vtgatepb.VStreamFlags, error) {

	if filter == nil {
		filter = &binlogdatapb.Filter{
			Rules: []*binlogdatapb.Rule{{
				Match: "/.*",
			}},
		}
	}

	if flags == nil {
		flags = &vtgatepb.VStreamFlags{}
	}
	if vgtid == nil || len(vgtid.ShardGtids) == 0 {
		return nil, nil, nil, vterrors.Errorf(vtrpcpb.Code_INVALID_ARGUMENT, "vgtid must have at least one value with a starting position")
	}
	// To fetch from all keyspaces, the input must contain a single ShardGtid
	// that has an empty keyspace, and the Gtid must be "current".
	// Or the input must contain a single ShardGtid that has keyspace wildcards.
	if len(vgtid.ShardGtids) == 1 {
		inputKeyspace := vgtid.ShardGtids[0].Keyspace
		isEmpty := inputKeyspace == ""
		isRegexp := strings.HasPrefix(inputKeyspace, "/")
		if isEmpty || isRegexp {
			newvgtid := &binlogdatapb.VGtid{}
			keyspaces, err := vsm.toposerv.GetSrvKeyspaceNames(ctx, vsm.cell, false)
			if err != nil {
				return nil, nil, nil, err
			}

			if isEmpty {
				if vgtid.ShardGtids[0].Gtid != "current" {
					return nil, nil, nil, vterrors.Errorf(vtrpcpb.Code_INVALID_ARGUMENT, "for an empty keyspace, the Gtid value must be 'current': %v", vgtid)
				}
				for _, keyspace := range keyspaces {
					newvgtid.ShardGtids = append(newvgtid.ShardGtids, &binlogdatapb.ShardGtid{
						Keyspace: keyspace,
						Gtid:     "current",
					})
				}
			} else {
				re, err := regexp.Compile(strings.Trim(inputKeyspace, "/"))
				if err != nil {
					return nil, nil, nil, err
				}
				for _, keyspace := range keyspaces {
					if re.MatchString(keyspace) {
						newvgtid.ShardGtids = append(newvgtid.ShardGtids, &binlogdatapb.ShardGtid{
							Keyspace: keyspace,
							Gtid:     vgtid.ShardGtids[0].Gtid,
						})
					}
				}
			}
			vgtid = newvgtid
		}
	}
	newvgtid := &binlogdatapb.VGtid{}
	for _, sgtid := range vgtid.ShardGtids {
		if sgtid.Shard == "" {
			if sgtid.Gtid != "current" && sgtid.Gtid != "" {
				return nil, nil, nil, vterrors.Errorf(vtrpcpb.Code_INVALID_ARGUMENT, "if shards are unspecified, the Gtid value must be 'current' or empty; got: %v", vgtid)
			}
			// TODO(sougou): this should work with the new Migrate workflow
			_, _, allShards, err := vsm.resolver.GetKeyspaceShards(ctx, sgtid.Keyspace, tabletType)
			if err != nil {
				return nil, nil, nil, err
			}
			for _, shard := range allShards {
				newvgtid.ShardGtids = append(newvgtid.ShardGtids, &binlogdatapb.ShardGtid{
					Keyspace: sgtid.Keyspace,
					Shard:    shard.Name,
					Gtid:     sgtid.Gtid,
				})
			}
		} else {
			newvgtid.ShardGtids = append(newvgtid.ShardGtids, sgtid)
		}
	}

	//TODO add tablepk validations

	return newvgtid, filter, flags, nil
}

func (vsm *vstreamManager) RecordStreamDelay() {
	vstreamSkewDelayCount.Add(1)
}

func (vsm *vstreamManager) GetTotalStreamDelay() int64 {
	return vstreamSkewDelayCount.Get()
}

func (vs *vstream) stream(ctx context.Context) error {
	ctx, vs.cancel = context.WithCancel(ctx)
	defer vs.cancel()

	go vs.sendEvents(ctx)

	// Make a copy first, because the ShardGtids list can change once streaming starts.
	copylist := append(([]*binlogdatapb.ShardGtid)(nil), vs.vgtid.ShardGtids...)
	for _, sgtid := range copylist {
		vs.startOneStream(ctx, sgtid)
	}
	vs.wg.Wait()

	return vs.getError()
}

func (vs *vstream) sendEvents(ctx context.Context) {
	var heartbeat <-chan time.Time
	var resetHeartbeat func()

	if vs.heartbeatInterval == 0 {
		heartbeat = make(chan time.Time)
		resetHeartbeat = func() {}
	} else {
		d := time.Duration(vs.heartbeatInterval) * time.Second
		timer := time.NewTicker(d)
		defer timer.Stop()

		heartbeat = timer.C
		resetHeartbeat = func() { timer.Reset(d) }
	}

	send := func(evs []*binlogdatapb.VEvent) error {
		if err := vs.send(evs); err != nil {
			vs.once.Do(func() {
				vs.setError(err)
			})
			return err
		}
		return nil
	}
	for {
		select {
		case <-ctx.Done():
			vs.once.Do(func() {
				vs.setError(fmt.Errorf("context canceled"))
			})
			return
		case evs := <-vs.eventCh:
			if err := send(evs); err != nil {
				vs.once.Do(func() {
					vs.setError(err)
				})
				return
			}
			resetHeartbeat()
		case t := <-heartbeat:
			now := t.UnixNano()
			evs := []*binlogdatapb.VEvent{{
				Type:        binlogdatapb.VEventType_HEARTBEAT,
				Timestamp:   now / 1e9,
				CurrentTime: now,
			}}
			if err := send(evs); err != nil {
				vs.once.Do(func() {
					vs.setError(err)
				})
				return
			}
		}
	}
}

// startOneStream sets up one shard stream.
func (vs *vstream) startOneStream(ctx context.Context, sgtid *binlogdatapb.ShardGtid) {
	vs.wg.Add(1)
	go func() {
		defer vs.wg.Done()
		err := vs.streamFromTablet(ctx, sgtid)

		// Set the error on exit. First one wins.
		if err != nil {
			log.Errorf("Error in vstream for %+v: %s", sgtid, err)
			vs.once.Do(func() {
				vs.setError(err)
				vs.cancel()
			})
		}
	}()
}

// MaxSkew is the threshold for a skew to be detected. Since MySQL timestamps are in seconds we account for
// two round-offs: one for the actual event and another while accounting for the clock skew
const MaxSkew = int64(2)

// computeSkew sets the timestamp of the current event for the calling stream, accounts for a clock skew
// and declares that a skew has arisen if the streams are too far apart
func (vs *vstream) computeSkew(streamID string, event *binlogdatapb.VEvent) bool {
	vs.skewMu.Lock()
	defer vs.skewMu.Unlock()
	// account for skew between this vtgate and the source mysql server
	secondsInThePast := event.CurrentTime/1e9 - event.Timestamp
	vs.timestamps[streamID] = time.Now().Unix() - secondsInThePast

	var minTs, maxTs int64
	var laggardStream string

	if len(vs.timestamps) <= 1 {
		return false
	}
	for k, ts := range vs.timestamps {
		if ts < minTs || minTs == 0 {
			minTs = ts
			laggardStream = k
		}
		if ts > maxTs {
			maxTs = ts
		}
	}
	if vs.laggard != "" { // we are skewed, check if this event has fixed the skew
		if (maxTs - minTs) <= MaxSkew {
			vs.laggard = ""
			close(vs.skewCh)
		}
	} else {
		if (maxTs - minTs) > MaxSkew { // check if we are skewed due to this event
			log.Infof("Skew found, laggard is %s, %+v", laggardStream, vs.timestamps)
			vs.laggard = laggardStream
			vs.skewCh = make(chan bool)
		}
	}
	return vs.mustPause(streamID)
}

// mustPause returns true if a skew exists and the stream calling this is not the slowest one
func (vs *vstream) mustPause(streamID string) bool {
	switch vs.laggard {
	case "":
		return false
	case streamID:
		// current stream is the laggard, not pausing
		return false
	}

	if (vs.timestamps[streamID] - vs.lowestTS) <= MaxSkew {
		// current stream is not the laggard, but the skew is still within the limit
		return false
	}
	vs.vsm.RecordStreamDelay()
	return true
}

// alignStreams is called by each individual shard's stream before an event is sent to the client or after each heartbeat.
// It checks for skew (if the minimizeSkew option is set). If skew is present this stream is delayed until the skew is fixed
// The faster stream detects the skew and waits. The slower stream resets the skew when it catches up.
func (vs *vstream) alignStreams(ctx context.Context, event *binlogdatapb.VEvent, keyspace, shard string) error {
	if !vs.minimizeSkew || event.Timestamp == 0 {
		return nil
	}
	streamID := fmt.Sprintf("%s/%s", keyspace, shard)
	for {
		mustPause := vs.computeSkew(streamID, event)
		if event.Type == binlogdatapb.VEventType_HEARTBEAT {
			return nil
		}
		if !mustPause {
			return nil
		}
		select {
		case <-ctx.Done():
			return ctx.Err()
		case <-time.After(time.Duration(vs.skewTimeoutSeconds) * time.Second):
			log.Errorf("timed out while waiting for skew to reduce: %s", streamID)
			return fmt.Errorf("timed out while waiting for skew to reduce: %s", streamID)
		case <-vs.skewCh:
			// once skew is fixed the channel is closed and all waiting streams "wake up"
		}
	}
}

func (vs *vstream) getCells() []string {
	var cells []string
	if vs.optCells != "" {
		for _, cell := range strings.Split(strings.TrimSpace(vs.optCells), ",") {
			cells = append(cells, strings.TrimSpace(cell))
		}
	}

	if len(cells) == 0 {
		// use the vtgate's cell by default
		cells = append(cells, vs.vsm.cell)
	}
	return cells
}

// streamFromTablet streams from one shard. If transactions come in separate chunks, they are grouped and sent.
func (vs *vstream) streamFromTablet(ctx context.Context, sgtid *binlogdatapb.ShardGtid) error {
	// journalDone is assigned a channel when a journal event is encountered.
	// It will be closed when all journal events converge.
	var journalDone chan struct{}

	errCount := 0
	for {
		select {
		case <-ctx.Done():
			return ctx.Err()
		case <-journalDone:
			// Unreachable.
			// This can happen if a server misbehaves and does not end
			// the stream after we return an error.
			return nil
		default:
		}

		var eventss [][]*binlogdatapb.VEvent
		var err error
		cells := vs.getCells()
		tp, err := discovery.NewTabletPicker(ctx, vs.ts, cells, vs.vsm.cell, sgtid.Keyspace, sgtid.Shard, vs.tabletType.String(), vs.tabletPickerOptions)
		if err != nil {
			log.Errorf(err.Error())
			return err
		}
		tablet, err := tp.PickForStreaming(ctx)
		if err != nil {
			log.Errorf(err.Error())
			return err
		}
		log.Infof("Picked tablet %s for for %s/%s/%s/%s", tablet.Alias.String(), strings.Join(cells, ","),
			sgtid.Keyspace, sgtid.Shard, vs.tabletType.String())
		target := &querypb.Target{
			Keyspace:   sgtid.Keyspace,
			Shard:      sgtid.Shard,
			TabletType: vs.tabletType,
			Cell:       vs.vsm.cell,
		}
		tabletConn, err := vs.vsm.resolver.GetGateway().QueryServiceByAlias(tablet.Alias, target)
		if err != nil {
			log.Errorf(err.Error())
			return err
		}

		errCh := make(chan error, 1)
		go func() {
			_ = tabletConn.StreamHealth(ctx, func(shr *querypb.StreamHealthResponse) error {
				var err error
				if ctx.Err() != nil {
					err = fmt.Errorf("context has ended")
				} else if shr == nil || shr.RealtimeStats == nil || shr.Target == nil {
					err = fmt.Errorf("health check failed")
				} else if vs.tabletType != shr.Target.TabletType {
					err = fmt.Errorf("tablet type has changed from %s to %s, restarting vstream",
						vs.tabletType, shr.Target.TabletType)
				} else if shr.RealtimeStats.HealthError != "" {
					err = fmt.Errorf("tablet %s is no longer healthy: %s, restarting vstream",
						tablet.Alias, shr.RealtimeStats.HealthError)
				}
				if err != nil {
					errCh <- err
					return err
				}
				return nil
			})
		}()

		log.Infof("Starting to vstream from %s", tablet.Alias.String())
		// Safe to access sgtid.Gtid here (because it can't change until streaming begins).
		req := &binlogdatapb.VStreamRequest{
			Target:       target,
			Position:     sgtid.Gtid,
			Filter:       vs.filter,
			TableLastPKs: sgtid.TablePKs,
		}
		var vstreamCreatedOnce sync.Once
		err = tabletConn.VStream(ctx, req, func(events []*binlogdatapb.VEvent) error {
			// We received a valid event. Reset error count.
			errCount = 0

			labels := []string{sgtid.Keyspace, sgtid.Shard, req.Target.TabletType.String()}

			vstreamCreatedOnce.Do(func() {
				vs.vsm.vstreamsCreated.Add(labels, 1)
			})

			select {
			case <-ctx.Done():
				return ctx.Err()
			case streamErr := <-errCh:
				log.Warningf("Tablet state changed: %s, attempting to restart", streamErr)
				return vterrors.New(vtrpcpb.Code_UNAVAILABLE, streamErr.Error())
			case <-journalDone:
				// Unreachable.
				// This can happen if a server misbehaves and does not end
				// the stream after we return an error.
				return io.EOF
			default:
			}

			sendevents := make([]*binlogdatapb.VEvent, 0, len(events))
			for _, event := range events {
				switch event.Type {
				case binlogdatapb.VEventType_FIELD:
					// Update table names and send.
					// If we're streaming from multiple keyspaces, this will disambiguate
					// duplicate table names.
					ev := event.CloneVT()
					ev.FieldEvent.TableName = sgtid.Keyspace + "." + ev.FieldEvent.TableName
					sendevents = append(sendevents, ev)
				case binlogdatapb.VEventType_ROW:
					// Update table names and send.
					ev := event.CloneVT()
					ev.RowEvent.TableName = sgtid.Keyspace + "." + ev.RowEvent.TableName
					sendevents = append(sendevents, ev)
				case binlogdatapb.VEventType_COMMIT, binlogdatapb.VEventType_DDL, binlogdatapb.VEventType_OTHER:
					sendevents = append(sendevents, event)
					eventss = append(eventss, sendevents)

					if err := vs.alignStreams(ctx, event, sgtid.Keyspace, sgtid.Shard); err != nil {
						return err
					}

					if err := vs.sendAll(ctx, sgtid, eventss); err != nil {
						return err
					}
					eventss = nil
					sendevents = nil
				case binlogdatapb.VEventType_COPY_COMPLETED:
					sendevents = append(sendevents, event)
					if fullyCopied, doneEvent := vs.isCopyFullyCompleted(ctx, sgtid, event); fullyCopied {
						sendevents = append(sendevents, doneEvent)
					}
					eventss = append(eventss, sendevents)

					if err := vs.alignStreams(ctx, event, sgtid.Keyspace, sgtid.Shard); err != nil {
						return err
					}

					if err := vs.sendAll(ctx, sgtid, eventss); err != nil {
						return err
					}
					eventss = nil
					sendevents = nil
				case binlogdatapb.VEventType_HEARTBEAT:
					// Remove all heartbeat events for now.
					// Otherwise they can accumulate indefinitely if there are no real events.
					// TODO(sougou): figure out a model for this.
					if err := vs.alignStreams(ctx, event, sgtid.Keyspace, sgtid.Shard); err != nil {
						return err
					}

				case binlogdatapb.VEventType_JOURNAL:
					journal := event.Journal
					// Journal events are not sent to clients by default, but only when StopOnReshard is set
					if vs.stopOnReshard && journal.MigrationType == binlogdatapb.MigrationType_SHARDS {
						sendevents = append(sendevents, event)
						eventss = append(eventss, sendevents)
						if err := vs.sendAll(ctx, sgtid, eventss); err != nil {
							return err
						}
						eventss = nil
						sendevents = nil
					}
					je, err := vs.getJournalEvent(ctx, sgtid, journal)
					if err != nil {
						return err
					}
					if je != nil {
						// Wait till all other participants converge and return EOF.
						journalDone = je.done
						select {
						case <-ctx.Done():
							return ctx.Err()
						case <-journalDone:
							return io.EOF
						}
					}
				default:
					sendevents = append(sendevents, event)
				}
				lag := event.CurrentTime/1e9 - event.Timestamp
				vs.vsm.vstreamsLag.Set(labels, lag)

			}
			if len(sendevents) != 0 {
				eventss = append(eventss, sendevents)
			}
			return nil
		})
		// If stream was ended (by a journal event), return nil without checking for error.
		select {
		case <-journalDone:
			return nil
		default:
		}
		if err == nil {
			// Unreachable.
			err = vterrors.Errorf(vtrpcpb.Code_UNKNOWN, "vstream ended unexpectedly")
		}
		if vterrors.Code(err) != vtrpcpb.Code_FAILED_PRECONDITION && vterrors.Code(err) != vtrpcpb.Code_UNAVAILABLE {
			log.Errorf("vstream for %s/%s error: %v", sgtid.Keyspace, sgtid.Shard, err)
			return err
		}
		errCount++
		if errCount >= 3 {
			log.Errorf("vstream for %s/%s had three consecutive failures: %v", sgtid.Keyspace, sgtid.Shard, err)
			return err
		}
		log.Infof("vstream for %s/%s error, retrying: %v", sgtid.Keyspace, sgtid.Shard, err)
	}
}

// sendAll sends a group of events together while holding the lock.
func (vs *vstream) sendAll(ctx context.Context, sgtid *binlogdatapb.ShardGtid, eventss [][]*binlogdatapb.VEvent) error {
	vs.mu.Lock()
	defer vs.mu.Unlock()

	// Send all chunks while holding the lock.
	for _, events := range eventss {
		if err := vs.getError(); err != nil {
			return err
		}
		// convert all gtids to vgtids. This should be done here while holding the lock.
		for j, event := range events {
			if event.Type == binlogdatapb.VEventType_GTID {
				// Update the VGtid and send that instead.
				sgtid.Gtid = event.Gtid
				events[j] = &binlogdatapb.VEvent{
					Type:     binlogdatapb.VEventType_VGTID,
					Vgtid:    vs.vgtid.CloneVT(),
					Keyspace: event.Keyspace,
					Shard:    event.Shard,
				}
			} else if event.Type == binlogdatapb.VEventType_LASTPK {
				var foundIndex = -1
				eventTablePK := event.LastPKEvent.TableLastPK
				for idx, pk := range sgtid.TablePKs {
					if pk.TableName == eventTablePK.TableName {
						foundIndex = idx
						break
					}
				}
				if foundIndex == -1 {
					if !event.LastPKEvent.Completed {
						sgtid.TablePKs = append(sgtid.TablePKs, eventTablePK)
					}
				} else {
					if event.LastPKEvent.Completed {
						// remove tablepk from sgtid
						sgtid.TablePKs[foundIndex] = sgtid.TablePKs[len(sgtid.TablePKs)-1]
						sgtid.TablePKs[len(sgtid.TablePKs)-1] = nil
						sgtid.TablePKs = sgtid.TablePKs[:len(sgtid.TablePKs)-1]
					} else {
						sgtid.TablePKs[foundIndex] = eventTablePK
					}
				}
				events[j] = &binlogdatapb.VEvent{
					Type:     binlogdatapb.VEventType_VGTID,
					Vgtid:    vs.vgtid.CloneVT(),
					Keyspace: event.Keyspace,
					Shard:    event.Shard,
				}
			}
		}
		select {
		case <-ctx.Done():
			return nil
		case vs.eventCh <- events:
		}
	}
	return nil
}

// isCopyFullyCompleted returns true if all stream has received a copy_completed event.
// If true, it will also return a new copy_completed event that needs to be sent.
// This new event represents the completion of all the copy operations.
func (vs *vstream) isCopyFullyCompleted(ctx context.Context, sgtid *binlogdatapb.ShardGtid, event *binlogdatapb.VEvent) (bool, *binlogdatapb.VEvent) {
	vs.mu.Lock()
	defer vs.mu.Unlock()

	vs.copyCompletedShard[fmt.Sprintf("%s/%s", event.Keyspace, event.Shard)] = struct{}{}

	for _, shard := range vs.vgtid.ShardGtids {
		if _, ok := vs.copyCompletedShard[fmt.Sprintf("%s/%s", shard.Keyspace, shard.Shard)]; !ok {
			return false, nil
		}
	}
	return true, &binlogdatapb.VEvent{
		Type: binlogdatapb.VEventType_COPY_COMPLETED,
	}
}

func (vs *vstream) getError() error {
	vs.errMu.Lock()
	defer vs.errMu.Unlock()
	return vs.err
}

func (vs *vstream) setError(err error) {
	vs.errMu.Lock()
	defer vs.errMu.Unlock()
	vs.err = err
}

// getJournalEvent returns a journalEvent. The caller has to wait on its done channel.
// Once it closes, the caller has to return (end their stream).
// The function has three parts:
// Part 1: For the first stream that encounters an event, it creates a journal event.
// Part 2: Every stream joins the journalEvent. If all have not joined, the journalEvent
// is returned to the caller.
// Part 3: If all streams have joined, then new streams are created to replace existing
// streams, the done channel is closed and returned. This section is executed exactly
// once after the last stream joins.
func (vs *vstream) getJournalEvent(ctx context.Context, sgtid *binlogdatapb.ShardGtid, journal *binlogdatapb.Journal) (*journalEvent, error) {
	if journal.MigrationType == binlogdatapb.MigrationType_TABLES {
		// We cannot support table migrations yet because there is no
		// good model for it yet. For example, what if a table is migrated
		// out of the current keyspace we're streaming from.
		return nil, nil
	}

	vs.mu.Lock()
	defer vs.mu.Unlock()

	je, ok := vs.journaler[journal.Id]
	if !ok {
		log.Infof("Journal event received: %v", journal)
		// Identify the list of ShardGtids that match the participants of the journal.
		je = &journalEvent{
			journal:      journal,
			participants: make(map[*binlogdatapb.ShardGtid]bool),
			done:         make(chan struct{}),
		}
		const (
			undecided = iota
			matchAll
			matchNone
		)
		// We start off as undecided. Once we transition to
		// matchAll or matchNone, we have to stay in that state.
		mode := undecided
	nextParticipant:
		for _, jks := range journal.Participants {
			for _, inner := range vs.vgtid.ShardGtids {
				if inner.Keyspace == jks.Keyspace && inner.Shard == jks.Shard {
					switch mode {
					case undecided, matchAll:
						mode = matchAll
						je.participants[inner] = false
					case matchNone:
						return nil, fmt.Errorf("not all journaling participants are in the stream: journal: %v, stream: %v", journal.Participants, vs.vgtid.ShardGtids)
					}
					continue nextParticipant
				}
			}
			switch mode {
			case undecided, matchNone:
				mode = matchNone
			case matchAll:
				return nil, fmt.Errorf("not all journaling participants are in the stream: journal: %v, stream: %v", journal.Participants, vs.vgtid.ShardGtids)
			}
		}
		if mode == matchNone {
			// Unreachable. Journal events are only added to participants.
			// But if we do receive such an event, the right action will be to ignore it.
			return nil, nil
		}
		vs.journaler[journal.Id] = je
	}

	if _, ok := je.participants[sgtid]; !ok {
		// Unreachable. See above.
		return nil, nil
	}
	je.participants[sgtid] = true

	for _, waiting := range je.participants {
		if !waiting {
			// Some participants are yet to join the wait.
			return je, nil
		}
	}

	if !vs.stopOnReshard { // stop streaming from current shards and start streaming the new shards
		// All participants are waiting. Replace old shard gtids with new ones.
		newsgtids := make([]*binlogdatapb.ShardGtid, 0, len(vs.vgtid.ShardGtids)-len(je.participants)+len(je.journal.ShardGtids))
		log.Infof("Removing shard gtids: %v", je.participants)
		for _, cursgtid := range vs.vgtid.ShardGtids {
			if je.participants[cursgtid] {
				continue
			}
			newsgtids = append(newsgtids, cursgtid)
		}

		log.Infof("Adding shard gtids: %v", je.journal.ShardGtids)
		for _, sgtid := range je.journal.ShardGtids {
			newsgtids = append(newsgtids, sgtid)
			// It's ok to start the streams even though ShardGtids are not updated yet.
			// This is because we're still holding the lock.
			vs.startOneStream(ctx, sgtid)
		}
		vs.vgtid.ShardGtids = newsgtids
	}
	close(je.done)
	return je, nil
}